@proceedings{acl-2026-industry,
    title = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.0/",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{li-etal-2026-acl,
    title = "{ACL} 2026 Industry Track: Overview",
    author = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.1/",
    pages = "1--4",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{feng-etal-2026-smarter,
    title = "Smarter, not Bigger: Fine-Tuned {RAG}-Enhanced {LLM}s for Automotive Hardware-in-the-Loop Testing",
    author = "Feng, Chao  and
      Liu, Zihan  and
      Gupta, Siddhant  and
      Assen, Jan von der",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.2/",
    pages = "5--12",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{niu-etal-2026-mineru2,
    title = "{M}iner{U}2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing",
    author = "Niu, Junbo  and
      Liu, Zheng  and
      Gu, Zhuangcheng  and
      Wang, Bin  and
      Ouyang, Linke  and
      Zhao, Zhiyuan  and
      Chu, Tao  and
      He, Tianyao  and
      Wu, Fan  and
      Zhang, Qintong  and
      Jin, Zhenjiang  and
      Liang, Guang  and
      Zhang, Rui  and
      Zhang, Wenzheng  and
      Qu, Yuan  and
      Ren, Zhifei  and
      Sun, Yuefeng  and
      Tang, Zirui  and
      Niu, Boyu  and
      Zheng, Yuanhong  and
      Ma, Dongsheng  and
      Miao, Ziyang  and
      Dong, Hejun  and
      Qian, Siyi  and
      Zhang, Junyuan  and
      Wang, Fangdong  and
      Chen, Jingzhou  and
      Zhao, Xiaomeng  and
      Wei, Liqun  and
      Li, Wei  and
      Wang, Shasha  and
      Xu, RuiLiang  and
      Cao, Yuanyuan  and
      Chen, Lu  and
      Wu, Qianqian  and
      Gu, Huaiyu  and
      Lu, Lindong  and
      Lin, Dechen  and
      Shenguanlin  and
      Zhou, Xuanhe  and
      Zhang, Linfeng  and
      Zang, Yuhang  and
      Dong, Xiaoyi  and
      Wang, Jiaqi  and
      Zhang, Bo  and
      Bai, Lei  and
      Chu, Pei  and
      Li, Weijia  and
      Wu, Jiang  and
      Wu, Lijun  and
      Li, Zhenxiang  and
      Wang, Guangyu  and
      Tu, Zhongying  and
      Xu, Chao  and
      Chen, Kai  and
      Zhou, Bowen  and
      Lin, Dahua  and
      Zhang, Wentao  and
      He, Conghui",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.3/",
    pages = "13--42",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kalohia-2026-leveraging,
    title = "Leveraging Generative {AI} for Extracting Business Requirements from Legacy {COBOL} and {PL}/{I} Code",
    author = "Kalohia, Ankur",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.4/",
    pages = "43--55",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ferrazzi-etal-2026-agentic,
    title = "Is Agentic {RAG} worth it? An experimental comparison of {RAG} approaches",
    author = "Ferrazzi, Pietro  and
      Cvjeti{\'c}anin, Milica  and
      Piraccini, Alessio  and
      Giannuzzi, Davide",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.5/",
    pages = "56--75",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{gao-etal-2026-improving,
    title = "Improving Hate Speech Detection by Fusing Textual and User Interaction Representations in Online Communities",
    author = "Gao, Xu  and
      Jing, Dong  and
      Lai, Kee-hung",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.6/",
    pages = "76--87",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{wang-etal-2026-teachmaster,
    title = "{T}each{M}aster: Generative Teaching via Code",
    author = "Wang, Yuheng  and
      Yang, Runde  and
      Wu, Lin  and
      Zhang, Jie  and
      Fan, Jingru  and
      Zhou, Tianle  and
      Fu, Ruoyu  and
      Li, Huatao  and
      Shi, Ruijie  and
      Chen, Siheng  and
      E, Weinan  and
      Qian, Chen",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.7/",
    pages = "88--98",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ji-etal-2026-argus,
    title = "{ARGUS}: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring",
    author = "Ji, Deyi  and
      Lu, Junyu  and
      Liu, Xuanyi  and
      Liu, Liqun  and
      Zhang, Hailong  and
      Shu, Peng  and
      Yu, Huan  and
      Jiang, Jie  and
      Chen, Tianrun  and
      Zhu, Lanyun",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.8/",
    pages = "99--112",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{uchendu-2026-synthetic,
    title = "Synthetic Text Detection in the Age of Large Language Models: Watermark vs. Automatic Detection",
    author = "Uchendu, Adaku",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.9/",
    pages = "113--126",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{yuan-etal-2026-r3a,
    title = "{R}{\textthreesuperior}{A}: Reinforced Reasoning for Relevance Assessment for {RAG} in User-Generated Content Platforms",
    author = "Yuan, Xiaowei  and
      Jin, Lei  and
      Zhang, Haoxin  and
      Huang, Ziyang  and
      Gao, Yan  and
      Yiwu  and
      Hu, Yao  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.10/",
    pages = "127--140",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{xu-etal-2026-hallucination,
    title = "{HAD}: {HA}llucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy",
    author = "Xu, Fan  and
      Hu, Xinyu  and
      Yu, Zhenghan  and
      Lin, Li  and
      Zhang, Xu  and
      Zhang, Yang  and
      Zhou, Wei  and
      Gu, Jinjie  and
      Wan, Xiaojun",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.11/",
    pages = "141--158",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{islam-etal-2026-docsplit,
    title = "{D}oc{S}plit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting",
    author = "Islam, Md Mofijul  and
      Salekin, Md Sirajus  and
      Balakrishnan, Nivedha  and
      III, Vincil C. Bishop  and
      Jain, Niharika  and
      Romo, Spencer  and
      Strahan, Bob  and
      Xie, Boyi  and
      Socolinsky, Diego A.",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.12/",
    pages = "159--183",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{yu-etal-2026-taotype,
    title = "{T}ao{T}ype: Predicting Fine-Grained Typing Intent for Faster Search",
    author = "Yu, Yipeng  and
      Yuan, Yichen  and
      Feng, Chengxiao  and
      Liu, Xu",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.13/",
    pages = "184--192",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{radharapu-etal-2026-calibrating,
    title = "Calibrating {LLM} Judges: Linear Probes for Fast and Reliable Uncertainty Estimation",
    author = "Radharapu, Bhaktipriya  and
      Saxena, Eshika  and
      Li, Kenneth  and
      Whitehouse, Chenxi  and
      Williams, Adina  and
      Cancedda, Nicola",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.14/",
    pages = "193--216",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{yang-etal-2026-detecting,
    title = "Detecting {AI}-Generated Content on Social Media with Multi-modal Language Models",
    author = "Yang, Chenyang  and
      Yan, Shen  and
      Yang, Yibo  and
      Hu, Litao  and
      Liu, Yuchen  and
      Zeng, Yuan  and
      Yu, Hanchao  and
      Zhu, Yinan  and
      Singla, Sumedha  and
      Vanover, Brian  and
      Qian, Huijun  and
      Wang, Zihao  and
      Liu, Fujun  and
      Singh, Aashu  and
      Wang, Jianyu  and
      Zhang, Xuewen",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.15/",
    pages = "217--229",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zheng-etal-2026-icebreaker,
    title = "{I}ce{B}reaker for Conversational Agents: Breaking the First-Message Barrier with Personalized Starters",
    author = "Zheng, Hongwei  and
      Wu, Weiqi  and
      Wang, Zhengjia  and
      Jiang, Guanyu  and
      Li, Haoming  and
      Wu, Tianyu  and
      Zhu, Yongchun  and
      Chen, Jingwu  and
      Zhang, Feng",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.16/",
    pages = "230--241",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{alanova-etal-2026-motivating,
    title = "Motivating Next-Gen Accelerators with Flexible $N{:}M$ Activation Sparsity via Benchmarking Lightweight Post-Training Sparsification Approaches",
    author = "Alanova, Shirin  and
      Kazistova, Kristina  and
      Galaeva, Ekaterina  and
      Kostromina, Alina  and
      Smirnov, Vladimir  and
      Dmitry, Redko  and
      Dontsov, Alexey  and
      Zhelnin, Maxim  and
      Burnaev, Evgeny  and
      Shvetsov, Egor",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.17/",
    pages = "242--258",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{jung-etal-2026-sommelier,
    title = "Sommelier: Scalable Open Multi-turn Audio Pre-processing for Full-duplex Speech Language Models",
    author = "Jung, Kyudan  and
      Kim, Jihwan  and
      Kim, Soyoon  and
      Kim, Jeonghoon  and
      Choo, Jaegul  and
      Park, Cheonbok",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.18/",
    pages = "259--284",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{fang-etal-2026-proximity,
    title = "Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for {LLM} Agent Training",
    author = "Fang, Yangyi  and
      Lin, Jiaye  and
      Fu, Xiaoliang  and
      Qin, Cong  and
      Shi, Haolin  and
      Liu, Chang",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.19/",
    pages = "285--307",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ma-etal-2026-mixture,
    title = "Mixture of Heterogeneous Grouped Experts for Language Modeling",
    author = "Ma, Zhicheng  and
      Liu, Xiang  and
      Liu, Zhaoxiang  and
      Wang, Ning  and
      Shen, Yi  and
      Wang, Kai  and
      Shi, Shuming  and
      Lian, Shiguo",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.20/",
    pages = "308--317",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{cisneros-velarde-2026-policy,
    title = "Policy Compliance of User Requests in Natural Language for {AI} Systems",
    author = "Cisneros-Velarde, Pedro",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.21/",
    pages = "318--328",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{lin-etal-2026-better,
    title = "Better Literary Translation: A Multi-Aspect Data Generation and {LLM} Training Approach",
    author = "Lin, Zhihao  and
      Zhu, Ziqi  and
      Huang, Hao  and
      Wang, Guanghui  and
      He, Peiyang",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.22/",
    pages = "329--345",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{te-etal-2026-ssr,
    title = "{SSR}-A: Spatial- and Semantic-Aware Instructions and Curriculum Reinforcement for Advertisement Compliant Rectification",
    author = "Te, Cao  and
      Xue, Mengge  and
      Hu, Zhenyu  and
      Chen, Yuan  and
      Liu, Liqun  and
      Shu, Peng  and
      Yu, Huan  and
      Jiang, Jie",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.23/",
    pages = "346--357",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chen-etal-2026-r3,
    title = "$\mathcal{R}^3$: Advertisement Compliance $\mathcal{R}$ectification via Group-$\mathcal{R}$elative Experience Extractor and Curriculum $\mathcal{R}$einforcement",
    author = "Chen, Yuan  and
      Hu, Zhenyu  and
      Xue, Mengge  and
      Te, Cao  and
      Liu, Liqun  and
      Shu, Peng  and
      Yu, Huan  and
      Jiang, Jie",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.24/",
    pages = "358--370",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhong-etal-2026-groclm,
    title = "{G}roc{LM}: Grocery Category Recommendation in {E}-Commerce with Large Language Models",
    author = "Zhong, Yuan  and
      Ruan, Chuanwei  and
      Hasani, Moein  and
      Tenneti, Tejaswi  and
      Wang, Haixun  and
      Ma, Fenglong",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.25/",
    pages = "371--385",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ferreira-etal-2026-deepresearch,
    title = "{D}eep{R}esearch Retail: Benchmarking Tool-Augmented Deep Research in the {E}-Commerce Domain",
    author = "Ferreira, Rafael  and
      Palo, Flavio Di  and
      Lu, Huilin  and
      Jain, Ayush  and
      Aduri, Harsha",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.26/",
    pages = "386--409",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{virinchi-etal-2026-geoground,
    title = "{G}eo{G}round: Uncertainty-Weighted Multi-Task Learning for Geo-Alignment and Address Defect Detection",
    author = "Virinchi, Srinivas  and
      Gulati, Aman  and
      Saladi, Anoop",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.27/",
    pages = "410--419",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kim-etal-2026-pre,
    title = "Pre-Deployment Advertisement Ranking under Data Scarcity via Context-Aware Criteria Generation with {VLM}s",
    author = "Kim, Kyungho  and
      Choi, Yeonje  and
      Hwang, Gyurim  and
      Chung, Sejin  and
      Lee, Hongseok  and
      Song, Myeong Ho  and
      Kim, Yeongho  and
      Kim, Sunwoo  and
      Lee, Jongha  and
      Kim, Juyeon  and
      Shin, Kijung",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.28/",
    pages = "420--435",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{singh-etal-2026-agent,
    title = "Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End {SOP} Automation in {E}-Commerce Operations",
    author = "Singh, Apoorva  and
      Agrawal, Sanjay  and
      Adhikari, Sayanta  and
      Puranik, Vinayak S  and
      Tiwari, Shivam  and
      Assudani, Dheeraj",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.29/",
    pages = "436--446",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{li-peng-2026-reason,
    title = "Reason-Code: Reliable Code Generation via Test-Driven {M}onte {C}arlo Tree Search",
    author = "Li, Zixu  and
      Peng, Zhiqi",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.30/",
    pages = "447--458",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{fuchs-etal-2026-optimizing,
    title = "Optimizing Retrieval-Augmented Generation for {E}-Commerce How-To Assistance",
    author = "Fuchs, Gilad  and
      Ekimov, Leonid  and
      Dong, Fei  and
      Xie, Jiahong  and
      Liu, Wei  and
      Manco, Maxim  and
      Nus, Alexander",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.31/",
    pages = "459--466",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{yang-etal-2026-univid,
    title = "{UNIVID}: Unified Vision-Language Model for Video Moderation",
    author = "Yang, Kejuan  and
      Zhang, Yizhuo  and
      Du, Mingyuan  and
      Zhang, Yue  and
      Zheng, Dixin  and
      Zhao, Kaili  and
      Xiao, Yang  and
      Liang, Hanzhong  and
      Xiao, Kenan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.32/",
    pages = "467--479",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{balaji-etal-2026-learning,
    title = "Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary {CT} Angiography",
    author = "Balaji, Sudharshan  and
      Liu, Zhiyu  and
      Jiang, Zhengyuan  and
      Lei, Shuo  and
      Chen, Yimin  and
      Xiao, Yang  and
      Almeida, Shone O.  and
      Karivelil, Mathew Joseph  and
      Malanga, Christopher  and
      Wang, Ning",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.33/",
    pages = "480--493",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zeng-etal-2026-teaching,
    title = "Teaching {LLM} to be Persuasive: Reward-Enhanced Policy Optimization for Alignment from Heterogeneous Rewards",
    author = "Zeng, Xia  and
      Chen, Yihan  and
      Liu, Luhui  and
      Luo, Chao  and
      Chen, Ye  and
      Zhuangzhuoran",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.34/",
    pages = "494--506",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{verma-etal-2026-nest,
    title = "{NEST}: Nested Evidence Survival for Retrieval",
    author = "Verma, Akshay  and
      Pillai, Siddharth  and
      Sircar, Prateek  and
      Gupta, Deepak",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.35/",
    pages = "507--516",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{xia-etal-2026-search,
    title = "Search-P1: Path-Centric Reward Shaping for Stable and Efficient Agentic {RAG} Training",
    author = "Xia, Tianle  and
      Xu, Ming  and
      Hu, Lingxiang  and
      Sun, Yiding  and
      Li, Wenwei  and
      Shang, Linfang  and
      Liu, Liqun  and
      Shu, Peng  and
      Yu, Huan  and
      Jiang, Jie",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.36/",
    pages = "517--534",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{lyu-etal-2026-agenticqwen,
    title = "{A}gentic{Q}wen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use",
    author = "Lyu, Yuanjie  and
      Wang, Chengyu  and
      Zheng, Haonan  and
      Yue, Yuanhao  and
      Yan, Junbing  and
      Wang, Ming  and
      Huang, Jun",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.37/",
    pages = "535--551",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{tian-etal-2026-short,
    title = "From Short Video to Clickable Search: {RLVR}-Enabled Listwise Query Suggestion with Retrieval-Augmented Context",
    author = "Tian, Mingkai  and
      Xuye  and
      Meng, Long  and
      Chen, Liwei  and
      Qin, Zhiheng  and
      Wang, Yi",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.38/",
    pages = "552--562",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ping-etal-2026-small,
    title = "Small Agents, Big Gains: Journey-Aware and Critic-Guided Simulation for Long-Horizon Shopping Dialogues",
    author = "Ping, Qing  and
      Chen, Changyou  and
      Huang, Binxuan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.39/",
    pages = "563--584",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kolasani-dezaki-2026-progressive,
    title = "Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in {E}-commerce",
    author = "Kolasani, Lakshman  and
      Dezaki, Fatemeh Taheri",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.40/",
    pages = "585--591",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{singhal-etal-2026-grounded,
    title = "Grounded Multimodal In-Context Learning for Product Weight Estimation at Scale in {E}-commerce",
    author = "Singhal, Bhavuk  and
      Keshari, Arsh  and
      Yadav, Ravindra Kumar",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.41/",
    pages = "592--603",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{li-etal-2026-towards-faithful,
    title = "Towards Faithful Industrial {RAG}: A Reinforced Co-adaptation Framework for Advertising {QA}",
    author = "Li, Wenwei  and
      Xu, Ming  and
      Xia, Tianle  and
      Hu, Lingxiang  and
      Sun, Yiding  and
      Shang, Linfang  and
      Liu, Liqun  and
      Shu, Peng  and
      Yu, Huan  and
      Jiang, Jie",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.42/",
    pages = "604--617",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{lei-etal-2026-unified,
    title = "A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting",
    author = "Lei, Yu  and
      Wang, Zixuan  and
      Feng, Yiqing  and
      Zhang, Junru  and
      Li, Yahui  and
      Chu, LIU  and
      Tongyao, Wang  and
      Li, Dongyang",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.43/",
    pages = "618--631",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhang-etal-2026-duivrs,
    title = "{D}u{IVRS}-2: An {LLM}-based Interactive Voice Response System for Large-scale {POI} Attribute Acquisition",
    author = "Zhang, Le  and
      Zhang, Shengming  and
      Zha, Rui  and
      Yunpeng, Wu  and
      Zhou, Jingbo  and
      Huang, Jizhou",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.44/",
    pages = "632--645",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kola-etal-2026-saja,
    title = "{SAJA}: A Simple Approach to Judge Alignment for {LLM}-as-a-Judge",
    author = "Kola, Sneha  and
      Sharma, Pankaj Kumar  and
      Dey, Soumyadeep  and
      Mishra, Bamdev  and
      Datar, Mayur",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.45/",
    pages = "646--664",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{wang-etal-2026-colorbrowseragent,
    title = "{C}olor{B}rowser{A}gent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution",
    author = "Wang, Jihong  and
      Zhou, Jiamu  and
      Zhang, Weiming  and
      Wang, Teng  and
      Liu, Weiwen  and
      Zhang, Zhuosheng  and
      Lou, Xingyu  and
      Zhang, Weinan  and
      Deng, Huarong  and
      Wang, Jun",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.46/",
    pages = "665--680",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{watanabe-etal-2026-clindet,
    title = "{C}lin{D}et-Bench: Beyond Abstention, Evaluating Judgment Determinability of {LLM}s in Clinical Decision-Making",
    author = "Watanabe, Yusuke  and
      Kobashi, Yohei  and
      Kojima, Takeshi  and
      Iwasawa, Yusuke  and
      Okuno, Yasushi  and
      Matsuo, Yutaka",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.47/",
    pages = "681--703",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{sun-etal-2026-aida,
    title = "{AIDA}-{SEAT}: Towards Reliable {AI} Doctor Assistant via State-Evaluation-Action Tree Enhanced {LLM}s in Online Hospital",
    author = "Sun, Lianxin  and
      Ying, Xiaoying  and
      Yu, Guangya  and
      Zhang, Weiyan  and
      Guan, Chenhao  and
      He, Hao  and
      SHANG, Mingxi  and
      Li, Jianhua  and
      Wang, ChunMing  and
      Ruan, Tong",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.48/",
    pages = "704--715",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{shyalika-etal-2026-industryasseteqa,
    title = "{I}ndustry{A}sset{EQA}: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance",
    author = "Shyalika, Chathurangi  and
      Patel, Dhaval C  and
      Sheth, Amit",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.49/",
    pages = "716--735",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{odonncha-etal-2026-evidence,
    title = "Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data",
    author = "O{'}Donncha, Fearghal  and
      Zhou, Nianjun  and
      Martinez, Natalia  and
      Rayfield, James T  and
      III, Fenno F. Heath  and
      Langbridge, Abigail  and
      Vaculin, Roman",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.50/",
    pages = "736--748",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{huang-etal-2026-mobilellm,
    title = "{M}obile{LLM}-Flash: Latency-Guided On-Device {LLM} Design for Industry Scale Deployment",
    author = "Huang, Hanxian  and
      Fedorov, Igor  and
      Gromov, Andrey  and
      Beckerman, Bernard  and
      Suda, Naveen  and
      Eriksson, David  and
      Balandat, Maximilian  and
      Conway, Rylan  and
      Huber, Patrick  and
      Sankar, Chinnadhurai  and
      Dalmia, Ayushi  and
      Liu, Zechun  and
      Wu, Lemeng  and
      Elgamal, Tarek  and
      Sagar, Adithya  and
      Chandra, Vikas  and
      Krishnamoorthi, Raghuraman",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.51/",
    pages = "749--760",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kapadia-etal-2026-leap,
    title = "{LEAP}: Layer-wise Exit-Aware Pretraining for Efficient Transformer Inference",
    author = "Kapadia, Shashank  and
      Mishra, Deep Narayan  and
      Alugubelli, Sujal Reddy  and
      Wang, Haoan  and
      Vabbilisetty, Saipraveen  and
      Bhatia, Rishi  and
      Sharma, Anupriya",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.52/",
    pages = "761--774",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{thakur-etal-2026-think,
    title = "Think Like You Execute: Verifiable Chain of Thought from Program Traces",
    author = "Thakur, Shailja  and
      Saxena, Vaibhav  and
      Kulkarni, Rohan  and
      Singh, Shivdeep  and
      Selvam, Parameswaran  and
      Kanayama, Hiroshi  and
      Patel, Hima",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.53/",
    pages = "775--795",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{lee-etal-2026-relevance,
    title = "From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines",
    author = "Lee, Sunkyung  and
      Back, Jihye  and
      Jeon, Donghyeon  and
      Kwon, Soonhwan  and
      Kim, Moonkwon  and
      Kang, Inho  and
      Lee, Jongwuk",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.54/",
    pages = "796--811",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chen-etal-2026-enhancing,
    title = "Enhancing Online Recruitment with Category-Aware {M}o{E} and {LLM}-based Data Augmentation",
    author = "Chen, Minping  and
      Xu, Bing  and
      Chen, Zulong  and
      Xu, Chuanfei  and
      Zhou, Ying  and
      Tao, Zui  and
      Wen, Zeyi",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.55/",
    pages = "812--824",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{mu-etal-2026-efficienttool,
    title = "{E}fficient{T}ool: A Cost-Effective Aligning Framework for Tool-Conditioned Agents in {SME} Scenarios",
    author = "Mu, Yuanqi  and
      Bingfeng.Pi  and
      Xia, Defei  and
      Lei.Zuo  and
      Zhang, Yongqi",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.56/",
    pages = "825--843",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhao-etal-2026-unleashing-low,
    title = "Unleashing Low-Bit Inference on Ascend {NPU}s: A Comprehensive Evaluation of {H}i{F}loat Formats",
    author = "Zhao, Pengxiang  and
      Zhen, Hui-Ling  and
      Li, Xing  and
      Bao, Han  and
      Lin, Weizhe  and
      Yang, Zhiyuan  and
      Wei, Yu Zi  and
      Wang, Xin  and
      Yuan, Mingxuan  and
      Yu, Xianzhi  and
      Dong, Zhenhua",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.57/",
    pages = "844--864",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{yergattikar-2026-securing,
    title = "Securing the Tool Layer: A Threat Taxonomy and Runtime Defense Framework for Model Context Protocol Deployments",
    author = "Yergattikar, Saurabh",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.58/",
    pages = "865--871",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{jalilian-etal-2026-enhancing,
    title = "Enhancing Job Evaluation with Data Augmentation and Text Classification",
    author = "Jalilian, Samaneh  and
      Weeren, Niels van  and
      Shokri, Mohammad  and
      Bijl, Thijmen  and
      Verberne, Suzan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.59/",
    pages = "872--883",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{sun-etal-2026-good,
    title = "When Good {OCR} Is Not Enough: Benchmarking {OCR} Robustness for Retrieval-Augmented Generation",
    author = "Sun, Lin  and
      Wangdexian  and
      Huang, Jingang  and
      Zhang, Linglin  and
      Jia, Change  and
      Cheng, Zhengwei  and
      Zhang, Xiangzheng",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.60/",
    pages = "884--894",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{hirota-etal-2026-aggregate,
    title = "Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement",
    author = "Hirota, Wataru  and
      Taniguchi, Tomoki  and
      Ohkuma, Tomoko  and
      Takahashi, Kosuke  and
      Omi, Takahiro  and
      Arima, Kosuke  and
      Asakura, Takuto  and
      Chen, Chung-Chi  and
      Ishigaki, Tatsuya",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.61/",
    pages = "895--905",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{park-etal-2026-memory,
    title = "Memory-Efficient Structured Backpropagation for On-Device {LLM} Fine-Tuning",
    author = "Park, JuneYoung  and
      Hong, Yuri  and
      Kim, Seongwan  and
      Lee, Jaeho",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.62/",
    pages = "906--916",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{rosa-2026-multi,
    title = "Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization",
    author = "Rosa, Emanuele Di",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.63/",
    pages = "917--926",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{jain-etal-2026-trendpulse,
    title = "{T}rend{P}ulse: A Simple yet Efficient Framework for Capturing Viral {E}-Commerce Spikes via {LLM}-Driven Contextualization",
    author = "Jain, Arin  and
      Gupta, Devashish  and
      Singhal, Bhavuk  and
      Jindal, Divay  and
      Rongata, Vinit  and
      Yadav, Ravindra Kumar",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.64/",
    pages = "927--941",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{liu-etal-2026-acrm,
    title = "{ACRM}: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production",
    author = "Liu, Liangzu  and
      Ruan, Mengzhe  and
      Chen, Xiaotian  and
      HaonanChen  and
      XudongNiu  and
      Yuan, Wendi  and
      YuechenLi  and
      Liu, Yang  and
      Wang, Guanjun",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.65/",
    pages = "942--956",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{maximov-etal-2026-2,
    title = "From 2:4 to 8:16 sparsity patterns in {LLM}s for Outliers and Weights with Variance Correction",
    author = "Maximov, Egor  and
      Kuzkina, Yulia  and
      Shvetsov, Egor  and
      Kanametov, Azamat  and
      Prutko, Aleksandr  and
      Zhelnin, Maxim  and
      Goncharov, Aleksei",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.66/",
    pages = "957--965",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhang-etal-2026-efficient-framework,
    title = "An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision",
    author = "Zhang, Zishuai  and
      Yu, Sihao  and
      Xiewenyi  and
      Nie, Ying  and
      Wang, Junfeng  and
      Zheng, Zhiming  and
      Yin, Dawei  and
      Zhang, Hainan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.67/",
    pages = "966--978",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kim-etal-2026-llm,
    title = "{LLM} as a Risk Manager: {LLM} Semantic Filtering for Lead{--}Lag Trading in Prediction Markets",
    author = "Kim, Sumin  and
      Kim, Minjae  and
      Kwon, Jihoon  and
      Kim, Yoon  and
      Levy, Oscar  and
      Lopez-Lira, Alejandro  and
      Lee, Yongjae  and
      Choi, Chanyeol",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.68/",
    pages = "979--989",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{eslami-etal-2026-diffusion,
    title = "Diffusion-Pretrained Dense and Contextual Embeddings",
    author = "Eslami, Sedigheh  and
      Gaiduk, Maksim  and
      Krimmel, Markus  and
      Milliken, Louis Mark  and
      Wang, Bo  and
      Bykov, Denis",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.69/",
    pages = "990--1004",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{sauter-etal-2026-actionable,
    title = "Actionable Interpretability for Churn Classification: A Text Bottleneck Model Case Study at a Major Telecom Provider",
    author = "Sauter, Adrian  and
      Neplenbroek, Vera  and
      Vlassopoulos, Georgios  and
      Bardelloni, Gianluigi",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.70/",
    pages = "1005--1024",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{maracani-etal-2026-decoding,
    title = "Decoding Text Spans for Efficient and Accurate Named-Entity Recognition",
    author = "Maracani, Andrea  and
      Ozkan, Savas  and
      Zhu, Junyi  and
      Mutlu, Sinan  and
      Ozay, Mete",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.71/",
    pages = "1025--1036",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{atrio-etal-2026-eve,
    title = "{EVE}: A Domain-Specific {LLM} Framework for Earth Intelligence",
    author = "Atrio, {\`A}lex R.  and
      Lopez, Antonio  and
      Rohit, Jino  and
      Ouahidi, Yassine El  and
      Politi, Marcello  and
      Iyer, Vijayasri  and
      Jamil, Umar  and
      Brati{\`e}res, S{\'e}bastien  and
      Long{\'e}p{\'e}, Nicolas",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.72/",
    pages = "1037--1054",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{shrestha-etal-2026-hemolix,
    title = "{H}emolix.{T}ab{G}en: Optimized Table Generation from Documents",
    author = "Shrestha, Gyanendra  and
      Ivanov, Todor  and
      Vemireddy, Karthik  and
      Pyayt, Anna  and
      Gubanov, Michael",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.73/",
    pages = "1055--1066",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{yang-etal-2026-harmonizing,
    title = "Harmonizing Dense and Sparse Signals in Multi-turn {RL}: Dual-Horizon Credit Assignment for Industrial Sales Agents",
    author = "Yang, Haojin  and
      Jian, Ai  and
      Wang, Yiwei  and
      Huang, Xinyue  and
      Zhang, Weipeng  and
      Zeng, Ke  and
      Cai, Xunliang  and
      Ruan, Jingqing",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.74/",
    pages = "1067--1076",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{soni-etal-2026-know,
    title = "Know What You See: Grounded localization of product components",
    author = "Soni, Manan  and
      Kanagarajan, Abinesh  and
      Mohan, Shyam",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.75/",
    pages = "1077--1088",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chaturvedi-etal-2026-scair,
    title = "{SCAIR}: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs",
    author = "Chaturvedi, Prateek  and
      Zhu, Yuqicheng  and
      Zhou, Hongkuan  and
      Zhou, Dongzhuoran  and
      He, Yunjie  and
      Staab, Steffen  and
      Du, Fei  and
      Tang, Jie  and
      Kharlamov, Evgeny",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.76/",
    pages = "1089--1104",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{bharati-etal-2026-frost,
    title = "{FROST}: Factual Reasoning via Optimized Stochastic Trajectories in Large Language Models during Inference",
    author = "Bharati, Soumedhik  and
      Shabbir, Ebad  and
      Gao, Jiechao",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.77/",
    pages = "1105--1113",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ho-etal-2026-schemarag,
    title = "{S}chema{RAG}: Dynamic Large Schema Reduction for {LLM}-driven Structured Information Extraction",
    author = "Ho, Sin Yu Bonnie  and
      Coles, Arlie  and
      Larsson, Erik  and
      Marshall, Eric  and
      Bodenstab, Nathan  and
      Vozila, Paul",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.78/",
    pages = "1114--1127",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kapoor-etal-2026-dqa,
    title = "{DQA}: Diagnostic Question Answering for {IT} Support",
    author = "Kapoor, Vishaal  and
      Dundua, Mariam  and
      Yortucboylu, Evren  and
      Ahuja, Sarthak  and
      Kordjazi, Neda  and
      Li, Yiming  and
      padala, Vaibhavi  and
      Ho, Derek  and
      Whitted, Jennifer  and
      Steinert, Rebecca",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.79/",
    pages = "1128--1135",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhang-etal-2026-agentic,
    title = "Agentic Economic Modeling",
    author = "Zhang, Bohan  and
      Li, Jiaxuan  and
      Hortacsu, Ali  and
      Ye, Xiaoyang  and
      Chernozhukov, Victor  and
      Ni, Anqi  and
      Huang, Edward W",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.80/",
    pages = "1136--1149",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhang-etal-2026-robust-explanations,
    title = "Robust Explanations for User Trust in Enterprise {NLP} Systems",
    author = "Zhang, Guilin  and
      Zhao, Kai  and
      Friedman, Jeffrey  and
      Chu, Xu  and
      Anoun, Amine",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.81/",
    pages = "1150--1158",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{hao-etal-2026-veg,
    title = "{VEG}: Verbal $\epsilon$-greedy for Semantic Exploration in Multi-Turn {RL} Agents",
    author = "Hao, Yongchang  and
      Hao, Jie  and
      Mei, Yongsheng  and
      Ye, Ze  and
      Chai, Junyi  and
      Guo, Bin  and
      Yao, Benjamin Z.  and
      Guo, Chenlei  and
      Mou, Lili",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.82/",
    pages = "1159--1169",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{moradi-etal-2026-flowhn,
    title = "{F}low{HN}: Adaptive Token Routing for Efficient Parallel Hybrid Networks",
    author = "Moradi, Mohammad Mahdi  and
      Ahmed, Walid  and
      Wen, Shuangyue  and
      Mudur, Sudhir  and
      Zhang, Weiwei  and
      Liu, Yang",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.83/",
    pages = "1170--1181",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chen-etal-2026-memophishagent,
    title = "{M}emo{P}hish{A}gent: Memory-Augmented Multi-Modal {LLM} Agent for Phishing {URL} Detection",
    author = "Chen, Xuan  and
      Liu, Hao  and
      Yuan, Tao  and
      Kafai, Mehran  and
      Habas, Piotr  and
      Zhang, Xiangyu",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.84/",
    pages = "1182--1196",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{azim-etal-2026-adaptive,
    title = "Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning.",
    author = "Azim, Nafew  and
      Rahman, Fuad  and
      Mohammed, Nabeel",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.85/",
    pages = "1197--1217",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{sarwar-etal-2026-clarity,
    title = "{CLARITY}: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive {NL}2{SQL} Systems",
    author = "Sarwar, Tabinda  and
      Moghimifar, Farhad  and
      Hoang, Cong Duy Vu  and
      Ma, Xiaoxiao  and
      Xu, Shawn Chang  and
      Saleh, Fahimeh  and
      Zaremoodi, Poorya  and
      Sil, Avirup  and
      Kirchhoff, Katrin",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.86/",
    pages = "1218--1250",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chuang-etal-2026-toward,
    title = "Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling {LLM} Agents",
    author = "Chuang, Yun-Shiuan  and
      Kulkarni, Chaitanya  and
      Chiu, Alec M.  and
      Thangali, Avinash  and
      Pan, Zijie  and
      Shekhar, Shivani  and
      Ge, Yirou  and
      Li, Yixi  and
      Kona, Uma  and
      Pang, Linsey  and
      Mehrotra, Prakhar",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.87/",
    pages = "1251--1264",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ge-etal-2026-ada,
    title = "{A}da-{RS}: Adaptive Rejection Sampling for Selective Thinking",
    author = "Ge, Yirou  and
      Li, Yixi  and
      Chiu, Alec M.  and
      Shekhar, Shivani  and
      Pan, Zijie  and
      Thangali, Avinash  and
      Chuang, Yun-Shiuan  and
      Kulkarni, Chaitanya  and
      Kona, Uma  and
      Pang, Linsey  and
      Mehrotra, Prakhar",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.88/",
    pages = "1265--1276",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{liu-etal-2026-ips,
    title = "{IPS}: In-Prompt Process Supervision for Short Video Content Moderation",
    author = "Liu, Mingchao  and
      Sun, Yu  and
      Sun, Ruixiao  and
      Dong, Xin  and
      Shen, Xiang  and
      Wang, Hongwei  and
      Xiong, Hongyu  and
      Song, Yang",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.89/",
    pages = "1277--1288",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhao-etal-2026-redone,
    title = "{R}ed{O}ne 2.0: Rethinking Domain-specific {LLM} Post-Training in Social Networking Services",
    author = "zhao, Fei  and
      Lu, Chonggang  and
      Qian, Haofu  and
      Shi, Fangcheng  and
      Meng, Zijie  and
      Huang, Jianzhao  and
      Xie, Zheyong  and
      Cao, Shaosheng",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.90/",
    pages = "1289--1302",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{tong-etal-2026-train,
    title = "How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only {O}ne{M}odel",
    author = "Tong, Yongqi  and
      Feng, Xiaoyun  and
      Xue, Lyuxin  and
      Li, Jianshe  and
      Zhang, Xin  and
      Yang, Jiang-Ming",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.91/",
    pages = "1303--1316",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{katerenchuk-etal-2026-finrag,
    title = "{F}in{RAG}-12{B}: A Production-Validated Recipe for Grounded Question Answering in Banking",
    author = "Katerenchuk, Denys  and
      Duboue, Pablo  and
      Evanini, Keelan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.92/",
    pages = "1317--1328",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chang-etal-2026-cascadedebate,
    title = "{C}ascade{D}ebate: Multi-Agent Deliberation for Cost-Aware {LLM} Cascades",
    author = "Chang, Raeyoung  and
      Kwon, Dongwook  and
      Lee, Jisoo  and
      Verma, Nikhil",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.93/",
    pages = "1329--1340",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{tran-etal-2026-semviqa,
    title = "{S}em{V}i{QA}: A Semantic Question Answering System for {V}ietnamese Information Fact-Checking",
    author = "Tran, Dien X.  and
      Nguyen, Nam V.  and
      Thanh, Tran Tan  and
      Hoang, Anh T.  and
      T{\`a}i, Duong V{\u{a}}n  and
      Di, L{\^e} Thanh  and
      Le, Phuc-Lu",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.94/",
    pages = "1341--1358",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{cao-etal-2026-simrpd,
    title = "{S}im{RPD}: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection",
    author = "Cao, Zhiyong  and
      Liu, Dunqiang  and
      Dai, Qi  and
      Xu, Haojun  and
      Khor, Huai Yuen  and
      Wang, Hao  and
      He, Huan  and
      Liu, Yafei  and
      Ma, Ke  and
      Shi, Ruqian  and
      Zhou, Sicheng  and
      Yao, Sijia",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.95/",
    pages = "1359--1377",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{wang-etal-2026-productresearch,
    title = "{P}roduct{R}esearch: Training {E}-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation",
    author = "Wang, Jiangyuan  and
      Xiao, Kejun  and
      Zhao, Huaipeng  and
      Luo, Tao  and
      Zeng, Xiaoyi",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.96/",
    pages = "1378--1391",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{bi-etal-2026-relist,
    title = "{R}e{L}ist: A Multi-objective Reasoning Framework for Diversified Listwise Query Recommendation",
    author = "Bi, Shuxian  and
      Wang, Chenxu  and
      Wang, Wenjie  and
      Mou, Yueqi  and
      Feng, Fuli  and
      Biao, Tang  and
      Yan, Peng",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.97/",
    pages = "1392--1405",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{li-etal-2026-optimal,
    title = "Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design",
    author = "Li, Junzhuo  and
      Jiang, Peijie  and
      Tian, Changxin  and
      Liu, Jia  and
      Zhang, Zhiqiang  and
      Hu, Xuming",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.98/",
    pages = "1406--1418",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{yuxuan-etal-2026-multistage,
    title = "A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial {KYC} Workflows",
    author = "Yuxuan, Han  and
      Zhang, Yuanxing  and
      Wang, Yushuo  and
      Jin, Yichao",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.99/",
    pages = "1419--1433",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{aavang-etal-2026-effective,
    title = "Effective Performance Measurement: Challenges and Opportunities in {KPI} Extraction from Earnings Calls",
    author = "Aavang, Rasmus T.  and
      Tjalk-B{\o}ggild, Rasmus  and
      Iolov, Alexandre  and
      Rizzi, Giovanni  and
      Zhang, Mike  and
      Bjerva, Johannes",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.100/",
    pages = "1434--1460",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chourasia-etal-2026-structure,
    title = "Structure-Guided Entity Resolution: Fine-Tuning {LLM}s for Robust Name Matching in Complex Linguistic Contexts",
    author = "Chourasia, Shivam  and
      Kapoor, Hitesh  and
      Patil, Nilesh",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.101/",
    pages = "1461--1468",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{sojka-kowalczyk-2026-accurate,
    title = "Accurate Legal Reasoning at Scale: Neuro-Symbolic Offloading and Structural Auditability for Robust Legal Adjudication",
    author = "S{\'o}jka, Stanis{\l}aw  and
      Kowalczyk, Witold",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.102/",
    pages = "1469--1482",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{fu-etal-2026-ci,
    title = "{CI}-Work: Benchmarking Contextual Integrity in Enterprise {LLM} Agents",
    author = "Fu, Wenjie  and
      Qin, Xiaoting  and
      Zhang, Jue  and
      Lin, Qingwei  and
      Wutschitz, Lukas  and
      Sim, Robert  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.103/",
    pages = "1483--1508",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{li-etal-2026-pixels,
    title = "From Pixels to Policies: Reinforcing Spatial Reasoning in Language Models for Content-Aware Layout Design",
    author = "Li, Sha  and
      Petrangeli, Stefano  and
      Shen, Yu  and
      Chen, Xiang",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.104/",
    pages = "1509--1518",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{curci-etal-2026-practical,
    title = "Practical Guidelines for Model Merging in {LLM}s Pre-Training",
    author = "Curci, Giuseppe  and
      Simonazzi, Stefano  and
      molinari, Andrea  and
      Zugarini, Andrea",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.105/",
    pages = "1519--1532",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{mohammad-etal-2026-large,
    title = "Are Large Language Models Economically Viable for Industry Deployment?",
    author = "Mohammad, Abdullah  and
      Ray, Sushant Kumar  and
      Arora, Pushkar  and
      Ali, Rafiq  and
      Shabbir, Ebad  and
      Kashyap, Gautam Siddharth  and
      Gao, Jiechao  and
      Naseem, Usman",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.106/",
    pages = "1533--1540",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{lee-etal-2026-llm,
    title = "Let {LLM} Tutors Ask First: Proactive {LLM}-Based Tutoring at Scale in a 1,500-Student Online Classroom",
    author = "Lee, Jonghoon  and
      Youn, Geonjae  and
      Lee, Seongmin  and
      Im, Chaemoon  and
      Kim, Joongheon  and
      Yoo, Chuck",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.107/",
    pages = "1541--1554",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{mantri-etal-2026-hierarchical,
    title = "Hierarchical Reason-of-Contact Detection in Retail Banking Customer Interactions via {LLM}-Driven Taxonomy Induction",
    author = "Mantri, Yoages Kumar  and
      Sriraja, Yagneswaran  and
      Hartley, John  and
      Cowan, Greig A  and
      Khraishi, Raad  and
      Gupta, Abhinav",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.108/",
    pages = "1555--1566",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{abbas-etal-2026-fanar,
    title = "Fanar-Sadiq: A Multi-Agent Architecture for Grounded Islamic {QA}",
    author = "Abbas, Ummar  and
      Ouzzani, Mourad  and
      Eltabakh, Mohamed Y.  and
      Sinan, Omar  and
      Bhatia, Gagan  and
      Mubarak, Hamdy  and
      Hawasly, Majd  and
      Hashim, Mohammed Qusay  and
      Darwish, Kareem Mohamed  and
      Alam, Firoj",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.109/",
    pages = "1567--1588",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ge-etal-2026-guidetree,
    title = "{G}uide{T}ree: Guideline-Induced Review Trees for Long Medical Records",
    author = "Ge, Chengze  and
      Zhang, Ruiqing  and
      Wang, Yining  and
      Liu, Shengping  and
      Jiaen, Liang  and
      Weihuang  and
      Chen, Weihua",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.110/",
    pages = "1589--1604",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ding-etal-2026-automatic,
    title = "Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation",
    author = "Ding, Zixin  and
      Zeng, Qi  and
      Gong, Boying  and
      Deng, Wenlong  and
      Pan, Bo  and
      Chen, Yuxin",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.111/",
    pages = "1605--1626",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{nakash-etal-2026-efficient,
    title = "Efficient Agent Evaluation via Diversity-Guided User Simulation",
    author = "Nakash, Itay  and
      Kour, George  and
      Tavor, Ateret Anaby",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.112/",
    pages = "1627--1648",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{sood-etal-2026-question,
    title = "What Question Did You Answer? Refining Contact Center Evaluation Plans via Backward Questions",
    author = "Sood, Prajwal  and
      Pawar, Rushikesh  and
      Ingle, Digvijay Anil  and
      Pattnaik, Anup",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.113/",
    pages = "1649--1667",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhang-etal-2026-natural,
    title = "Natural-Language Policies to Executable Decisions: An Interpretable Large Language Model Framework",
    author = "Zhang, Ziqiang  and
      Ma, Jing  and
      Wang, Zilong  and
      Chen, Jiayuan  and
      Qiao, Yi  and
      He, Yu  and
      Zhang, Wei  and
      Cheng, Dai  and
      Shen, Xiaoyu",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.114/",
    pages = "1668--1682",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{wang-wu-2026-diagnose,
    title = "Diagnose, Then Repair: A Two-Stage {MQM}-Guided Post-Editing Framework for Domain-Specific Machine Translation",
    author = "Wang, Ji Hun  and
      Wu, Siyu",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.115/",
    pages = "1683--1698",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{choubey-etal-2026-dont,
    title = "Don{'}t Stop Early: Scalable Enterprise Deep Research with Controlled Information Flow and Evidence-Aware Termination",
    author = "Choubey, Prafulla Kumar  and
      Huang, Kung-Hsiang  and
      Venkit, Pranav Narayanan  and
      Zhang, Jiaxin  and
      Vats, Vaibhav  and
      Li, Yu  and
      Peng, Xiangyu  and
      Wu, Chien-Sheng",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.116/",
    pages = "1699--1713",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{choi-etal-2026-finharmbench,
    title = "{F}in{H}arm{B}ench: Financial Jailbreak Benchmark and Unsupervised Safety Fine-Tuning via Refusal Steering Distillation",
    author = "Choi, Yubin  and
      Yang, Yujin  and
      Kim, Subin  and
      Ham, Seokil  and
      Cho, Seungju  and
      Son, Jungmin  and
      Kwak, Youngjun  and
      Kim, Changick",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.117/",
    pages = "1714--1726",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{li-etal-2026-par2,
    title = "{PAR}$^2$-{RAG}: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering",
    author = "Li, Xingyu  and
      Wang, Rongguang  and
      Wang, Yuying  and
      Guo, Mengqing  and
      Li, Chenyang  and
      Sheng, Tao  and
      Ravi, Sujith  and
      Roth, Dan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.118/",
    pages = "1727--1737",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{bai-etal-2026-omniodata,
    title = "{O}mni{OD}ata: Unleashing Small Language Models for {OD}ata Query Generation with Synthetic Data and Reinforcement Learning",
    author = "Bai, Tao  and
      Li, Zhaochen  and
      Shao, Hongxin  and
      Dahlmeier, Daniel",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.119/",
    pages = "1738--1754",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{li-etal-2026-legaldrill,
    title = "{L}egal{D}rill: Diagnosis-Driven Synthesis for Legal Reasoning in Small Language Models",
    author = "Li, Tianchun  and
      Liu, Haochen  and
      Pardeshi, Vishwa  and
      Wang, Xingchen  and
      Liu, Tianci  and
      Zhao, Huijun  and
      Fan, Wei  and
      Gao, Jing",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.120/",
    pages = "1755--1773",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{vidigal-2026-textblob,
    title = "From {T}ext{B}lob to {LLM} Agents: Sentiment Model Selection for {B}2{B} Technical Support with {CSAT} Ground Truth",
    author = "Vidigal, Pedro",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.121/",
    pages = "1774--1782",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhao-etal-2026-novel,
    title = "A Novel Matching Paradigm: Unified Generative and Discriminative {LLM} with Prompt Compression for Relevance Learning",
    author = "Zhao, Guoliang  and
      Cui, Zixin  and
      Ye, Chao  and
      He, Dengwu  and
      Huang, Fei  and
      Liu, Yubo  and
      Li, Shuanglong  and
      Kuo, Tzungren  and
      Ding, Bin  and
      Zhang, Shuang  and
      KunhongZhu  and
      Guo, Zhi  and
      Lin, Liu",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.122/",
    pages = "1783--1794",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{wang-2026-rethinking,
    title = "Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms",
    author = "Wang, Xinlin",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.123/",
    pages = "1795--1807",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{akarajaradwong-etal-2026-fourcorners-production,
    title = "{F}our{C}orners: A Production Knowledge Graph Unifying {T}hailand{'}s Legal System",
    author = "Akarajaradwong, Pawitsapak  and
      Nutanong, Sarana  and
      Chaksangchaichot, Chompakorn",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.124/",
    pages = "1808--1818",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kumar-dusek-2026-modular,
    title = "Modular Monolingual Adaptation using Pretrained Language Models",
    author = "Kumar, Nalin  and
      Dusek, Ondrej",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.125/",
    pages = "1819--1828",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{wu-etal-2026-multi,
    title = "Multi-Task Reinforcement Learning for Enhanced Multimodal {LLM}-as-a-Judge",
    author = "Wu, Junjie  and
      Kan, Xuan  and
      He, Zihao  and
      Tan, Shunwen  and
      Pan, Bo  and
      Zhang, Kaitai",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.126/",
    pages = "1829--1847",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{augey-etal-2026-rapids,
    title = "{RAPIDS}: Resume Attack Prompt Injection Detection at Scale",
    author = "Augey, Yohann  and
      Levy, Joshua H.  and
      Akdemir, Arda",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.127/",
    pages = "1848--1865",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{soumik-etal-2026-innocence,
    title = "No Innocence in Styling: Discovery of Privacy Protection Capabilities and Security Risks in Consumer Generative {AI} Writing Assistants",
    author = "Soumik, Mohd. Farhan Israk  and
      Hasan, Syed Mhamudul  and
      Mithsara, Wanniarachchi Kankanamge Malithi  and
      Imteaj, Ahmed  and
      Shahid, Abdur R.",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.128/",
    pages = "1866--1885",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{luo-etal-2026-routelmt,
    title = "{R}oute{LMT}: Learned Sample Routing for Hybrid {LLM} Translation Deployment",
    author = "Luo, Yingfeng  and
      Liu, Hongyu  and
      Lin, DingYang  and
      Chang, Kaiyan  and
      Wang, Chenglong  and
      Li, Bei  and
      Du, Quan  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.129/",
    pages = "1886--1897",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{su-etal-2026-intent,
    title = "Intent-Driven Semantic {ID} Generation for Grounded Conversational News Recommendation",
    author = "Su, Hongyang  and
      Kong, Beibei  and
      Cheng, Lei  and
      Zhuo, Chengxiang  and
      Li, Zang  and
      Yu, Chenyun",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.130/",
    pages = "1898--1916",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{matveyenko-etal-2026-development,
    title = "Development and Benchmarking of a Blended Human-{AI} Qualitative Research Assistant",
    author = "Matveyenko, Joseph  and
      Liu, James  and
      Parsons, John David  and
      Brown, Ryan  and
      Palimaru, Alina I.  and
      Gupta, Vipul  and
      Puri, Prateek",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.131/",
    pages = "1917--1932",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{jain-kumar-2026-entity,
    title = "Entity Exchange in the Wild: A Diagnostic Study of {LLM} Based Real-World Conversational Entity Extraction",
    author = "Jain, Soumya  and
      Kumar, Ayush",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.132/",
    pages = "1933--1955",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{uniyal-etal-2026-agentic,
    title = "Agentic Context Strategies for Multi-Format Document Understanding: When Should Language Models Use Tools?",
    author = "Uniyal, Mansi  and
      Singh, Mukul  and
      Nadel, Ryan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.133/",
    pages = "1956--1966",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{bhathena-etal-2026-mm,
    title = "{MM}-{B}iz{RAG}: Rethinking Multimodal Retrieval-Augmented Generation for General Purpose Enterprise {Q}{\&}{A}",
    author = "Bhathena, Hanoz  and
      Jhaveri, Parin Rajesh  and
      Mittal, Rohan  and
      Singh, Prateek  and
      Kallala, Aymen  and
      Kaur, Rachneet  and
      Jin, Yiqiao  and
      Zeng, Zhen  and
      Ratnaparkhi, Adwait  and
      Kochedykov, Denis",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.134/",
    pages = "1967--2000",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{chen-etal-2026-aesx,
    title = "{A}es{X}: Enhance Your Images with Stunning Aesthetic Beauty",
    author = "Chen, Yuyan  and
      Hou, Zhendong  and
      Xia, Lei  and
      Li, Jiahao  and
      Ji, Zhuolin  and
      Li, Zhixu",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.135/",
    pages = "2001--2011",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ram-etal-2026-transfer,
    title = "Transfer Learning for Generalizable Automated {LLM} Improvement Pipeline for {IVR} Navigation",
    author = "Ram, Vishal Sankar  and
      Kushner, Jason  and
      Paldhe, Manas  and
      Son, Youngseo",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.136/",
    pages = "2012--2030",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{dev-etal-2026-beyond,
    title = "Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for {LLM}-Based Classification",
    author = "Dev, Hamvir  and
      Mhaskar, Shivam Ratnakant  and
      Vutla, Sasanka  and
      Pattnaik, Anup",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.137/",
    pages = "2031--2049",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{mehrotra-etal-2026-ten,
    title = "{TEN}: Table Explicitization, Neurosymbolically",
    author = "Mehrotra, Nikita  and
      Kumar, Aayush  and
      Gulwani, Sumit  and
      Radhakrishna, Arjun  and
      Tiwari, Ashish",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.138/",
    pages = "2050--2086",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{jing-etal-2026-radar,
    title = "{RADAR}: Risk-Aware Distilled Adaptive Routing for Efficient Short-Form Video Platform Ecosystem Governance",
    author = "Jing, Baoyu  and
      Wang, Zixuan  and
      Chen, Junwen  and
      Dong, Xin  and
      Deng, Bingfeng",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.139/",
    pages = "2087--2094",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zeinalipour-etal-2026-graph,
    title = "From Graph to Text and Back: Semantic Fidelity in Automated Industrial Knowledge Graphs",
    author = "Zeinalipour, Kamyar  and
      Severini, Silvia  and
      Borghini, Alessia  and
      Cardarelli, Sara  and
      Maggini, Marco  and
      Gori, Marco",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.140/",
    pages = "2095--2111",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{borovkov-etal-2026-learning,
    title = "Learning Selective {LLM} Autonomy from Copilot Feedback in Enterprise Customer Support Workflows",
    author = "Borovkov, Nikita  and
      Rykov, Elisei  and
      Tsymboi, Olga  and
      Filimonov, Sergei  and
      Surnachev, Nikita  and
      Bitman, Dmitry  and
      Potapov, Anatolii",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.141/",
    pages = "2112--2130",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{badhe-shah-2026-prompt,
    title = "Prompt-Level Distillation: A Non-Parametric Alternative to Model Fine-Tuning for Efficient Reasoning",
    author = "Badhe, Sanket  and
      Shah, Deep",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.142/",
    pages = "2131--2147",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{cao-etal-2026-mtive,
    title = "{MTIVE}: Multi-Task Image Verification Engine Using Vision-Language Models for {E}-commerce",
    author = "Cao, Yu-Tong  and
      Prabhakaran, Vishnu  and
      Das, Arunita  and
      Aggarwal, Purav  and
      Saladi, Anoop",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.143/",
    pages = "2148--2159",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{dutta-2026-measuring,
    title = "Measuring and Mitigating Racial Bias in Embedding Models: A Comparative Study for Law Enforcement Retrieval",
    author = "Dutta, Archan",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.144/",
    pages = "2160--2167",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{park-etal-2026-vishbox,
    title = "{V}ish{B}ox v2: A Multi-Agent System for Adaptive Voice Phishing Simulation",
    author = "Park, Sungmi  and
      Choi, Daon  and
      Yang, Yoonmo  and
      Yunyi, Hong  and
      Kim, Heedou",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.145/",
    pages = "2168--2182",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{das-jena-2026-resodiff,
    title = "{R}eso{D}iff-44k: High-Fidelity Cross-Lingual Speech and Singing Synthesis via Discrete Diffusion",
    author = "Das, Gyanendra  and
      Jena, Sai Satyam",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.146/",
    pages = "2183--2190",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{wang-etal-2026-tingis,
    title = "{T}ing{IS}: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale",
    author = "Wang, Jun  and
      Zhang, Ziyin  and
      Wang, Rui  and
      Yu, Hang  and
      Di, Peng  and
      Wang, Rui",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.147/",
    pages = "2191--2203",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{jeong-etal-2026-locar,
    title = "{L}o{C}ar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control",
    author = "Jeong, Seogyeong  and
      Park, Kiwoong  and
      Song, Seyoung  and
      Kim, Eunsu  and
      Friedl, Ken E  and
      Kim, Jaeho  and
      Oh, Alice",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.148/",
    pages = "2204--2230",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{varshney-mc-2026-index,
    title = "Index-Time Prefix Injection for Multi-Tenant Retrieval: Improving Search Relevance Without Model Fine-Tuning",
    author = "Varshney, Vaibhav  and
      MC, Manjunatha Naik",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.149/",
    pages = "2231--2240",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{kim-etal-2026-benchmarking-testing,
    title = "Benchmarking Testing in Automated Theorem Proving",
    author = "Kim, Jongyoon  and
      Han, Hojae  and
      Hwang, Seung-Won",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.150/",
    pages = "2241--2260",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{singh-etal-2026-graph,
    title = "Graph-Based Phonetic Error Correction of Noisy {ASR}",
    author = "Singh, Pratik Rakesh  and
      Zaki, Mohammadi  and
      Mukkamla, Aneesh  and
      Wasnik, Pankaj",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.151/",
    pages = "2261--2270",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{jiang-etal-2026-cat,
    title = "{CAT}: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models",
    author = "Jiang, Qizhi  and
      Wang, Shuo  and
      Ke, Pei  and
      Song, Yuhang  and
      Qin, Ke",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.152/",
    pages = "2271--2283",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{ratnakar-etal-2026-latentgate,
    title = "{L}atent{G}ate: Low-Latency Semantic Routing via Frozen-Backbone Probing of Small Language Models",
    author = "Ratnakar, Shivam  and
      Talasila, Abhiroop  and
      Doifode, Vinayak K",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.153/",
    pages = "2284--2294",
    ISBN = "979-8-89176-394-4"
}
@inproceedings{zhao-etal-2026-thinking,
    title = "Thinking with Reasoning Skills: Fewer Tokens, More Accuracy",
    author = "Zhao, Guangxiang  and
      Shi, Qilong  and
      Xiao, Xusen  and
      Zhang, Xiangzheng  and
      Yang, Tong  and
      Sun, Lin",
    editor = "Li, Yunyao  and
      Rehm, Georg  and
      Tu, Mei",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.154/",
    pages = "2295--2308",
    ISBN = "979-8-89176-394-4"
}