@proceedings{acl-2026-demo,
    title = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    editor = "Durrett, Greg  and
      Jian, Ping",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.0/",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{poche-etal-2026-interpreto,
    title = "Interpreto: An Explainability Library for Transformers",
    author = "Poch{\'e}, Antonin  and
      Mullor, Thomas  and
      Sarti, Gabriele  and
      Boisnard, Fr{\'e}d{\'e}ric  and
      Friedrich, Corentin  and
      Claye, Charlotte  and
      Hoofd, Francois  and
      Bernas, Raphael  and
      Asher, Nicholas  and
      Hudelot, Celine  and
      Jourdan, Fanny",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.1/",
    pages = "1--13",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zhang-etal-2026-copyright,
    title = "Copyright Detective: A Forensic System to Evidence {LLM}s Flickering Copyright Leakage Risks",
    author = "Zhang, Guangwei  and
      Zhu, Jianing  and
      Qian, Cheng  and
      Gong, Neil Zhenqiang  and
      Mihalcea, Rada  and
      Xu, Zhaozhuo  and
      He, Jingrui  and
      Ma, Jiaqi W.  and
      Xiao, Chaowei  and
      Li, Bo  and
      Abbasi, Ahmed  and
      Lee, Dongwon  and
      Ji, Heng  and
      Zhang, Denghui",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.2/",
    pages = "14--26",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{kawamura-etal-2026-protea,
    title = "{PROTEA}: Offline Evaluation and Iterative Refinement for Multi-Agent {LLM} Workflows",
    author = "Kawamura, Kazuki  and
      Waki, Satoshi  and
      Tateno, Kei",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.3/",
    pages = "27--35",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zhao-etal-2026-symbolicthought,
    title = "{S}ymbolic{T}hought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding",
    author = "Zhao, Runcong  and
      Zhu, Qinglin  and
      Xu, Hainiu  and
      Liang, Bin  and
      Gui, Lin  and
      He, Yulan",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.4/",
    pages = "36--46",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{li-tao-2026-lits,
    title = "{L}i{TS}: A Modular Framework for {LLM} Tree Search",
    author = "Li, Xinzhe  and
      Tao, Yaguang",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.5/",
    pages = "47--56",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{lin-etal-2026-autofigure,
    title = "{A}uto{F}igure-Edit: Generating Editable Scientific Illustrations via Reference-Guided Styling",
    author = "Lin, Zhen  and
      Xie, Qiujie  and
      Zhu, Minjun  and
      Li, Shichen  and
      Sun, QiYao  and
      Gu, Enhao  and
      Ding, Yiran  and
      Sun, Ke  and
      Guo, Fang  and
      Lu, Panzhong  and
      Ning, Zhiyuan  and
      Weng, Yixuan  and
      Zhang, Yue",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.6/",
    pages = "57--67",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{luo-etal-2026-qfinzero,
    title = "{QF}in{Z}ero: A Unified Financial Toolchain for {LLM}-Based Trading Agents",
    author = "Luo, Haochen  and
      LI, Yifan  and
      Ko, Ho Tin  and
      Minh, An Binh  and
      Xu, Junjie  and
      Hin, Tang Pok  and
      Wong, Wang Chak  and
      Yuan, Gao  and
      Lai, Zhengzhao  and
      Zhang, Yuan  and
      Liu, Chen",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.7/",
    pages = "68--77",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zhou-etal-2026-dllm,
    title = "d{LLM}: Simple Diffusion Language Modeling",
    author = "Zhou, Zhanhui  and
      Chen, Lingjie  and
      Tong, Hanghang  and
      Song, Dawn",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.8/",
    pages = "78--88",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{takahashi-ishihara-2026-fast,
    title = "Fast-{MIA}: Efficient and Scalable Membership Inference for {LLM}s",
    author = "Takahashi, Hiromu  and
      Ishihara, Shotaro",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.9/",
    pages = "89--98",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{jansen-etal-2026-codedistiller,
    title = "{C}ode{D}istiller: Automatically Generating Code Libraries for Scientific Coding Agents",
    author = "Jansen, Peter  and
      Hassan, Samiah  and
      Narasimha, Pragnya",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.10/",
    pages = "99--107",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{islam-etal-2026-idp,
    title = "{IDP} Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation",
    author = "Islam, Md Mofijul  and
      Salekin, Md Sirajus  and
      King, Joe  and
      Roy, Priyashree  and
      Gudi, Vamsi Thilak  and
      Romo, Spencer  and
      Nooney, Akhil  and
      Strahan, Bob  and
      Xie, Boyi  and
      Socolinsky, Diego A.",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.11/",
    pages = "108--118",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{gardhus-etal-2026-ainterviewer,
    title = "{AI}nterviewer: A Platform for Designing and Conducting {AI}-led Qualitative Interviews",
    author = "G{\r{a}}rdhus, Tobias  and
      Vitsakis, Nikolas  and
      Frederiksen, Fie Lejre  and
      Rogers, Anna  and
      Carlsen, Hjalmar Bang",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.12/",
    pages = "119--127",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{pronesti-etal-2026-autoforest,
    title = "{A}uto{F}orest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis",
    author = "Pronesti, Massimiliano  and
      Miculescu, Angelo  and
      Kapdi, Mohsin  and
      Flanagan, Paul  and
      Redmond, Ois{\'i}n  and
      Bettencourt-Silva, Joao H  and
      Mannu, Gurdeep Singh  and
      Denaxas, Spiros  and
      Providencia, Rui  and
      Belz, Anya  and
      Hou, Yufang",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.13/",
    pages = "128--137",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{alavo-etal-2026-dash,
    title = "Dash-{M}5{H}: An Interactive Dashboard for Multi-Modal, Multi-Model Mental Health Assessment",
    author = "Alavo, Raymond  and
      Zhang, Xinyuan  and
      Ademaj, Gemza  and
      Cai, Junhui  and
      Kwon, Hyeokhyen  and
      Cotes, Robert  and
      Clifford, Gari D.  and
      Abbasi, Ahmed",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.14/",
    pages = "138--147",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{chamma-etal-2026-mixturekit,
    title = "{M}ixture{K}it: A General Framework for Composing, Training, and Visualizing Mixture-of-Experts Models",
    author = "Chamma, Ahmad  and
      El Herraoui, Omar  and
      Shang, Guokan",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.15/",
    pages = "148--156",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{wang-etal-2026-squrve,
    title = "Squrve: A Unified and Modular Framework for Complex Real-World Text-to-{SQL} Tasks",
    author = "Wang, Yihan  and
      Liu, Peiyu  and
      Chen, Runyu  and
      Pu, Jiaxing  and
      Xu, Wei",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.16/",
    pages = "157--166",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{jiang-etal-2026-risklab,
    title = "{R}isk{L}ab: A Controlled Toolkit for Probing Emergent Risks in {LLM}-Based Multi-Agent Systems",
    author = "Jiang, Yu  and
      Wang, Wenjie  and
      Huang, Yue  and
      Wang, Yanbo  and
      Zhou, Zhenhong  and
      Chen, Xiuying  and
      Liu, Yang  and
      Chen, Pin-Yu  and
      Wang, Wei  and
      Zhang, Xiangliang",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.17/",
    pages = "167--177",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{xu-etal-2026-arclight,
    title = "{A}rc{L}ight: A Lightweight {LLM} Inference Architecture for Many-Core {CPU}s",
    author = "Xu, Yuzhuang  and
      Han, Xu  and
      Li, Yuxuan  and
      Che, Wanxiang",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.18/",
    pages = "178--186",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{luo-laban-2026-dialogguard,
    title = "{D}ialog{G}uard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive {LLM} Responses",
    author = "Luo, Han  and
      Laban, Guy",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.19/",
    pages = "187--196",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{boyle-etal-2026-clinqueryagent,
    title = "{C}lin{Q}uery{A}gent: A Conversational Agent for Population Health Management",
    author = "Boyle, Joseph Spartacus  and
      Dranfield, Anthony Michael  and
      O{'}Neil, Mike  and
      Liakata, Maria  and
      Smithard, Alison Q.",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.20/",
    pages = "197--207",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{abdallah-etal-2026-rankify,
    title = "Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation",
    author = "Abdallah, Abdelrahman  and
      Piryani, Bhawna  and
      Mozafari, Jamshid  and
      Herzinger, Andreas  and
      Holdcroft, Jamie  and
      Jatowt, Adam",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.21/",
    pages = "208--219",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{levy-etal-2026-schematiq,
    title = "{S}che{M}ati{Q}: From Research Question to Structured Data through Interactive Schema Discovery",
    author = "Levy, Shahar  and
      Habba, Eliya  and
      Mintz, Reshef  and
      Raveh, Barak  and
      Keydar, Renana  and
      Stanovsky, Gabriel",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.22/",
    pages = "220--230",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{huang-etal-2026-govscape,
    title = "{G}ov{S}cape: A Public Multimodal Search System for 70 Million Pages of Government {PDF}s",
    author = "Huang, Ying-Hsiang  and
      Gong, Claire  and
      Shaji, Shreya  and
      Yan, Alison R  and
      Harka, Leslie  and
      Du, Albert  and
      Gopal, Anjali Shubha  and
      Klein, Samuel J  and
      Shen, Shannon Zejiang  and
      Phillips, Mark E.  and
      Owens, Trevor  and
      Deeds, Kyle  and
      Lee, Benjamin Charles Germain",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.23/",
    pages = "231--241",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{wang-etal-2026-bridging,
    title = "Bridging Kernel Drivers and Virtual Device Models with {LLM}-Powered Automation",
    author = "Wang, Mingyu  and
      Yu, Bin  and
      Lu, Wenjian  and
      Wang, Zhi  and
      Kefeng, Gao  and
      Wen, Cheng  and
      Lu, Xu  and
      Tian, Cong",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.24/",
    pages = "242--252",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{qi-etal-2026-babeldoc,
    title = "{B}abel{DOC}: Better Layout-Preserving {PDF} Translation via Intermediate Representation",
    author = "Qi, Yang  and
      Ma, Xiangyao  and
      Wang, Xiao  and
      Wang, Hao  and
      Wang, Rui",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.25/",
    pages = "253--262",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{liu-etal-2026-jointcoder,
    title = "{J}oint{C}oder: Exploring Automated {ICD} Coding on Real-World {C}hinese {EHR}s with a Multi-Agent Framework",
    author = "Liu, Kangjun  and
      Li, Zhenyu  and
      Wang, Jianlei  and
      Guan, Hongjiao  and
      Lian, Ying  and
      Chen, Guoqiang  and
      Xin, Tao  and
      Lu, Wenpeng",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.26/",
    pages = "263--274",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{latimer-etal-2026-hindsight,
    title = "Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects",
    author = "Latimer, Christopher  and
      Boschi, Nicol{\`o}  and
      Neeser, Andrew  and
      Bartholomew, Chris  and
      Srivastava, Gaurav  and
      Wang, Xuan  and
      Ramakrishnan, Naren",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.27/",
    pages = "275--285",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{liu-etal-2026-semantic,
    title = "Semantic {XP}ath: Structured Agentic Memory Access for Conversational {AI}",
    author = "Liu, Yifan Simon  and
      Wu, Ruifan  and
      Gallagher, Liam  and
      Liang, Jiazhou  and
      Toroghi, Armin  and
      Sanner, Scott",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.28/",
    pages = "286--296",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{gao-etal-2026-graph,
    title = "Graph of Trace: Visualizing Execution Traces of Scientific Agents",
    author = "Gao, Tianci  and
      Li, Haoxuan  and
      Li, Jian He  and
      Zhao, Tianxiang  and
      Runze, Shi  and
      Wang, Weiran  and
      Wu, Zezhao  and
      Mi, Lu",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.29/",
    pages = "297--306",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zheng-etal-2026-scalebox,
    title = "{S}cale{B}ox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models",
    author = "Zheng, Jiasheng  and
      Zheng, Xin  and
      Cao, Boxi  and
      Wang, Pengbo  and
      Ma, Zhengzhao  and
      Zhu, Qiming  and
      Jiang, Jiazhen  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.30/",
    pages = "307--317",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{shi-etal-2026-dataarc,
    title = "{D}ata{A}rc-{S}yn{D}ata-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis",
    author = "Shi, Zhichao  and
      Yang, Cehao  and
      Zhou, Hao  and
      Wu, Xiaojun  and
      Li, Huajie  and
      Jiang, Xuhui  and
      Xu, Chengjin  and
      Wang, Yuanzhuo  and
      Guo, Jian",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.31/",
    pages = "318--326",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{shan-etal-2026-huoziime,
    title = "{H}uozi{IME}: An On-Device {LLM}-Enhanced Input Method for Deep Personalization",
    author = "Shan, Baocai  and
      Xu, Yuzhuang  and
      Che, Wanxiang",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.32/",
    pages = "327--335",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{kim-etal-2026-wigvo,
    title = "{WIGVO}: Real-Time Bidirectional Speech Translation over Legacy {PSTN} Calls via Dual-Session Echo Gating",
    author = "Kim, Hyeong-seob  and
      Son, Sang-Woo  and
      Cho, Hyun-woo  and
      Kim, Hyeonsang  and
      Kim, Jinmo",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.33/",
    pages = "336--344",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{emde-etal-2026-maseval,
    title = "{MASE}val: Extending Multi-Agent Evaluation from Models to Systems",
    author = "Emde, Cornelius  and
      Rubinstein, Alexander  and
      Goel, Anmol  and
      Heakl, Ahmed  and
      Yun, Sangdoo  and
      Oh, Seong Joon  and
      Gubri, Martin",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.34/",
    pages = "345--356",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{liu-etal-2026-masfactory,
    title = "{MASF}actory: A Graph-centric Framework for Orchestrating {LLM}-Based Multi-Agent Systems with Vibe Graphing",
    author = "Liu, Yang  and
      Cai, Jinxuan  and
      Li, Yishen  and
      Meng, Qi  and
      Liu, Zedi  and
      Li, Xin  and
      Qian, Chen  and
      Shi, Chuan  and
      Yang, Cheng",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.35/",
    pages = "357--366",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{fang-mackenzie-2026-factsearch,
    title = "{F}act{S}earch: An Interactive Agentic Fact Search System for Verifying Large Language Model Outputs",
    author = "Fang, Meng  and
      Mackenzie, Harry",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.36/",
    pages = "367--373",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{jurgens-etal-2026-potato,
    title = "Potato 2.0: A Comprehensive Annotation Platform with {AI}-in-the-Loop Support",
    author = "Jurgens, David  and
      Chen, Michael  and
      Iyer, Lina",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.37/",
    pages = "374--386",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{muszynski-etal-2026-mllm,
    title = "mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Language Models",
    author = "Muszy{\'n}ski, Jakub  and
      Pozorski, Pawe{\l}  and
      Ganzha, Maria",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.38/",
    pages = "387--396",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{liu-etal-2026-papermentor,
    title = "{P}aper{M}entor: A Human-Centered Multi-Agent Writing Tutor for {AI} Research Papers in Overleaf",
    author = {Liu, Jiarui  and
      Zhang, Terry Jingchen  and
      Faulkner, Ryan  and
      Huang, Xuanqiang Angelo  and
      Zouhar, Vil{\'e}m  and
      Glandorf, Dominik  and
      Dahlgren, Isabel  and
      Dagli, Rishit  and
      Chen, Yuen  and
      Leeb, Felix  and
      Truong, Van Q.  and
      Pandey, Punya Syon  and
      Bicker, Yves  and
      Majumder, Suvajit  and
      Jiang, Wenyuan  and
      Qiu, Zeju  and
      Pal Chowdhury, Sankalan  and
      Sachan, Mrinmaya  and
      Sch{\"o}lkopf, Bernhard  and
      Diab, Mona T.  and
      Jin, Zhijing},
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.39/",
    pages = "397--407",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{liu-etal-2026-gardener,
    title = "Gardener: An Agentic {AI} System for Single-Cell {RNA} Sequence Analysis",
    author = "Liu, Junhan  and
      Liu, Zhenke  and
      Shi, Yongcheng  and
      Yu, Peilin  and
      Zhang, Minxing  and
      Zhang, Jiapeng",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.40/",
    pages = "408--417",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{varis-etal-2026-tokcollate,
    title = "{T}ok{C}ollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages",
    author = "Vari{\v{s}}, Du{\v{s}}an  and
      Stephen, Abishek  and
      Libovick{\'y}, Jind{\v{r}}ich",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.41/",
    pages = "418--427",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{baker-kadiyala-2026-system,
    title = "A System for Dynamically Tracking Content Moderation on {R}eddit",
    author = "Baker, George Arthur  and
      Kadiyala, Bharadwaj",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.42/",
    pages = "428--435",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{miehling-etal-2026-ai,
    title = "{AI} Steerability 360: A Toolkit for Steering Large Language Models",
    author = "Miehling, Erik  and
      Natesan Ramamurthy, Karthikeyan  and
      Venkateswaran, Praveen  and
      Ko, Ching-Yun  and
      Dognin, Pierre  and
      Singh, Moninder  and
      Pedapati, Tejaswini  and
      Balakrishnan, Avinash  and
      Riemer, Matthew  and
      Wei, Dennis  and
      Vejsbjerg, Inge  and
      Daly, Elizabeth M.  and
      Varshney, Kush R.",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.43/",
    pages = "436--444",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{elneima-etal-2026-media,
    title = "Media-to-Insights: A Multi-Agent {AI} System for Continuous Media Monitoring, Analysis, and Reporting",
    author = "Elneima, Ashraf Hatim  and
      Yilmaz, Ozan  and
      Nasrallah, Hadi  and
      Hewavitharana, Sanjika  and
      Al-Badrashiny, Mohamed  and
      Sawaf, Hassan",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.44/",
    pages = "445--452",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{joseph-etal-2026-linknav,
    title = "{L}ink{N}av: Surfacing Interconnected Information in Scientific Articles",
    author = "Joseph, Sebastian Antony  and
      Healey, Jennifer  and
      Li, Junyi Jessy  and
      Nenkova, Ani",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.45/",
    pages = "453--462",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{akarajaradwong-etal-2026-fourcorners,
    title = "{F}our{C}orners: Grounded {T}hai Legal Research over a Temporal Knowledge Graph",
    author = "Akarajaradwong, Pawitsapak  and
      Nopparatbundit, Thitiwat  and
      Saeteng, Treephop  and
      Phoncharoen, Kasidit  and
      Nutanong, Sarana  and
      Chaksangchaichot, Chompakorn",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.46/",
    pages = "463--472",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{ge-etal-2026-rosaos,
    title = "rosa{OS}: Agentic Operating System for Embodied {LLM}s",
    author = "Ge, Yijun  and
      Mujral, Kushaldeep  and
      Nambiar, Karthik  and
      Lin, Jimmy",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.47/",
    pages = "473--480",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{alam-etal-2026-critisense,
    title = "{C}riti{S}ense: Critical Digital Literacy and Resilience Against Misinformation",
    author = "Alam, Firoj  and
      Ahmad, Fatema  and
      Shahroor, Ali Ezzat  and
      Kmainasi, Mohamed Bayan  and
      Sartori, Elisa  and
      Da San Martino, Giovanni  and
      Hasnat, Abul  and
      Ali, Raian",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.48/",
    pages = "481--492",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{chen-etal-2026-med,
    title = "{MED}-{COPILOT}: A Medical Assistant Powered by {G}raph{RAG} and Similar Patient Case Retrieval",
    author = "Chen, Shuheng  and
      Patil, Namratha  and
      Pan, Haonan  and
      Hwang, Angel Hsing-Chi  and
      Du, Yao  and
      Liu, Ruishan  and
      Zhao, Jieyu",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.49/",
    pages = "493--503",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{arana-etal-2026-pathbuilder,
    title = "{P}ath{B}uilder: A Quality-Controlled {LLM} System for Personalized Learning Pathways",
    author = "Arana, Jasper Meynard  and
      Ma{\~n}acop, John Andrew  and
      Manacop, John Allen  and
      Garcia, Roy Andrew  and
      Piniera, Keith Rick  and
      Carandang, Kristine Ann M.  and
      Casin, Ethan Robert  and
      Alis, Christian  and
      Monterola, Christopher",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.50/",
    pages = "504--514",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zhou-tan-2026-autochecklist,
    title = "{A}uto{C}hecklist: Composable Pipelines for Checklist Generation and Scoring with {LLM}-as-a-Judge",
    author = "Zhou, Karen  and
      Tan, Chenhao",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.51/",
    pages = "515--525",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{vyas-etal-2026-jobmatchai,
    title = "{J}ob{M}atch{AI} - An Intelligent Job Matching Platform Using Knowledge Graphs, Semantic Search and Explainable {AI}",
    author = "Vyas, Mayank  and
      Chakraborty, Abhijit  and
      Gupta, Vivek",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.52/",
    pages = "526--535",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{elbahnasawi-etal-2026-qayyem,
    title = "Qayyem: A Real-time Platform for Scoring Proficiency of {A}rabic Essays",
    author = "Elbahnasawi, Hoor Tamer  and
      Sayed, Marwan  and
      Eltanbouly, Sohaila  and
      Brahamia, Fatima Zahra  and
      Elsayed, Tamer",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.53/",
    pages = "536--545",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{chen-etal-2026-phyver,
    title = "{P}hy{V}er: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence",
    author = "Chen, Jianpeng  and
      Zhan, Wangzhi  and
      Wang, Haohui  and
      Mayer, Brian  and
      Fu, Dongqi  and
      Zhou, Dawei",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.54/",
    pages = "546--555",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{calvo-bartolome-etal-2026-patchwork,
    title = "p{A}t{C}h{W}o{RK}: Patching the Pieces of Public Procurement Documents",
    author = "Calvo-Bartolom{\'e}, Lorena  and
      Fortes, Sa{\'u}l Blanco  and
      Cede{\~n}o, Erick  and
      Arenas-Garc{\'i}a, Jer{\'o}nimo",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.55/",
    pages = "556--565",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{shi-etal-2026-ultraeval,
    title = "{U}ltra{E}val-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models",
    author = "Shi, Qundong  and
      Zhou, Jie  and
      Lin, Biyuan  and
      Cui, Junbo  and
      Zeng, Guoyang  and
      Zhou, Yixuan  and
      Wang, Ziyang  and
      Liu, Xin  and
      Luo, Zhen  and
      Wang, Yudong  and
      Liu, Zhiyuan",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.56/",
    pages = "566--577",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{chen-etal-2026-paper2web,
    title = "{P}aper2{W}eb: Let{'}s Make Your Paper Alive!",
    author = "Chen, Yuhang  and
      Lv, Tianpeng  and
      Wan, Yao  and
      Yu, Philip S.  and
      Chen, Dongping",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.57/",
    pages = "578--585",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{hu-etal-2026-oxygent,
    title = "{O}xy{G}ent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction",
    author = "Hu, Junxing  and
      Li, Tianlong  and
      Yu, Lei  and
      Han, Ai",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.58/",
    pages = "586--596",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{ashraf-etal-2026-educoder,
    title = "{E}du{C}oder: An Open-Source Annotation System for Education Transcript Data",
    author = "Ashraf, Saad  and
      Malamut, Jim  and
      Kumar, Vishal  and
      Pan, Guanzhong  and
      Nam, HyunJi  and
      Tan, Mei  and
      Langlois, Luc{\'i}a  and
      Santos-Deonizio, Liliana Carolina  and
      Higgins, Helen Spencer  and
      Demszky, Dorottya",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.59/",
    pages = "597--604",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{wang-etal-2026-cptcoder,
    title = "{CPTC}oder: A Reliable {LLM} System for Medical Procedure Code Prediction",
    author = "Wang, Benlu  and
      Shangguan, Ziyao  and
      Tegtmeyer, Kyle  and
      Zhang, Zhenyu  and
      Chheang, Sophie  and
      Cohan, Arman",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.60/",
    pages = "605--614",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{song-etal-2026-parsejargon,
    title = "{P}arse{J}argon: Personalized Real-time Jargon Support in Online Meetings",
    author = "Song, Yifan  and
      Au, Wing Yee  and
      Wong, Hon Yung  and
      Bailey, Brian  and
      August, Tal",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.61/",
    pages = "615--625",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{poznanski-etal-2026-olmocr,
    title = "The olm{OCR} Project: Building Fully Open {OCR} using {VLM}s",
    author = "Poznanski, Jake  and
      Lo, Kyle  and
      Soldaini, Luca",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.62/",
    pages = "626--635",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{pan-etal-2026-airaxiv,
    title = "{A}ira{X}iv: An {AI}-Driven Open-Access Platform for Human and {AI} Scientists",
    author = "Pan, Junshu  and
      Lu, Panzhong  and
      Weng, Yixuan  and
      Sun, QiYao  and
      Guo, Fang  and
      Yang, Zijie  and
      Zhou, Qiji  and
      Zhang, Yue",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.63/",
    pages = "636--647",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{stieger-etal-2026-truthsplit,
    title = "{T}ruth{S}plit: Revealing Conditional Validity in Arguments Through Multi-Worldview Comparative Reasoning",
    author = "Stieger, Benjamin  and
      Terberger, Maximilian  and
      Huber, Thomas  and
      Niklaus, Christina",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.64/",
    pages = "648--659",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{ravenda-etal-2026-tony,
    title = "{TONY}: an open-source {TO}olkit for Nlp in ps{Y}chology",
    author = "Ravenda, Federico  and
      Ravenda, Sofia Irene  and
      Karpenko, Volodymyr  and
      Montagnani, Daniele  and
      Raballo, Andrea  and
      Mira, Antonietta",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.65/",
    pages = "660--671",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{wen-etal-2026-formally,
    title = "Formally Specifying the Intended Behavior of the Program: {LLM}-Driven Neuro-Symbolic Program Specification Synthesis",
    author = "Wen, Cheng  and
      Junjie, Hu  and
      Hu, YiKun  and
      Su, Jie  and
      Yu, Bin  and
      Liu, Dugang  and
      Xu, Zhiwu  and
      Sun, Weidi  and
      Qin, Shengchao  and
      Tian, Cong",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.66/",
    pages = "672--682",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{ningtyas-etal-2026-annohid,
    title = "{A}nno{HID}: {LLM}-Assisted Annotation Framework for Low-Resource Medical Texts",
    author = "Ningtyas, Annisa Maulida  and
      Herwanto, Guntur Budi  and
      Sari, Yunita  and
      Putri, Rifki Afina  and
      Kovacevic, Filip  and
      El-Ebshihy, Alaa  and
      Arzt, Varvara  and
      Piroi, Florina",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.67/",
    pages = "683--691",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{he-etal-2026-recap,
    title = "{RECAP}: An End-to-End Platform for Capturing, Replaying, and Analyzing {AI}-Assisted Programming Interactions",
    author = "He, Keyu  and
      Ma, Qianou  and
      Chen, Valerie  and
      Chi, Wayne  and
      Wu, Tongshuang",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.68/",
    pages = "692--701",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{aminnaseri-etal-2026-dynamic,
    title = "A Dynamic Self-Evolving Extraction System",
    author = "Aminnaseri, Moin  and
      Kim, Hannah  and
      Hruschka, Estevam",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.69/",
    pages = "702--714",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{smirnov-etal-2026-thinkbooster,
    title = "{T}hink{B}ooster: A Unified Framework for Seamless Test-Time Scaling of {LLM} Reasoning",
    author = "Smirnov, Vladislav  and
      Nguyen, Quang-Chieu  and
      Senichev, Sergey  and
      Ta, Minh Ngoc  and
      Fadeeva, Ekaterina  and
      Vazhentsev, Artem  and
      Galimzianova, Daria  and
      Rozanov, Nikolai  and
      Mazanov, Viktor  and
      Ni, Jingwei  and
      Wu, Tianyi  and
      Kiselev, Igor  and
      Sachan, Mrinmaya  and
      Gurevych, Iryna  and
      Nakov, Preslav  and
      Baldwin, Timothy  and
      Shelmanov, Artem",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.70/",
    pages = "715--727",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zhang-etal-2026-finreporting,
    title = "{F}in{R}eporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure",
    author = "Zhang, Fan  and
      Song, Mingzi  and
      Elbadry, Rania  and
      Chen, Yankai  and
      Wang, Shaobo  and
      Zhou, Yixi  and
      Zheng, Xunwen  and
      He, Yueru  and
      Dai, Yuyang  and
      Georgiev, Georgi Nenkov  and
      Gull, Ayesha  and
      Safder, Muhammad Usman  and
      Wu, Fan  and
      Meng, Liyuan  and
      Ji, Fengxian  and
      Zhao, Junning  and
      Peng, Xueqing  and
      Huang, Jimin  and
      Chen, YU  and
      Liu, Xue  and
      Nakov, Preslav  and
      Xie, Zhuohan",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.71/",
    pages = "728--735",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{salim-etal-2026-expert,
    title = "Expert Calibration Lens for Pruning Mixture of Experts",
    author = "Salim, Luis Frentzen  and
      Wu, Chia-Chun  and
      Van Nhiem, Tran  and
      Ku, Lun-Wei  and
      Li, Yung-Hui",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.72/",
    pages = "736--742",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{huang-etal-2026-ryze,
    title = "Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers",
    author = "Huang, Yeqi  and
      Chen, Yue  and
      Ye, Yanwei  and
      Su, Guanhao  and
      Mai, Luo",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.73/",
    pages = "743--749",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{yehudai-etal-2026-agentic,
    title = "Agentic {CLEAR}: Automating Multi-Level Evaluation of {LLM} Agents",
    author = "Yehudai, Asaf  and
      Eden, Lilach  and
      Shmueli-Scheuer, Michal",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.74/",
    pages = "750--763",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{chowdhury-etal-2026-fd,
    title = "{FD}-{NL}2{SQL}: Feedback-Driven Clinical {NL}2{SQL} that Improves with Use",
    author = "Chowdhury, Suparno Roy  and
      Anvekar, Tejas  and
      Choudhury, Manan Roy  and
      Khan, Muhammad Ali  and
      Khakwani, Kaneez Zahra Rubab  and
      Sonbol, M Bassam  and
      Riaz, Irbaz Bin  and
      Gupta, Vivek",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.75/",
    pages = "764--773",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{iyengar-etal-2026-diagrams,
    title = "{DIAGRAMS} : A Review Framework for Reasoning-Level Attribution in Diagram {QA}",
    author = "Iyengar, Anirudh Iyengar Kaniyar Narayana  and
      Kumar, Tampu Ravi  and
      Suri, Manan  and
      Bommireddy, Raviteja  and
      Manocha, Dinesh  and
      Mathur, Puneet  and
      Gupta, Vivek",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.76/",
    pages = "774--784",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{butakov-etal-2026-slideguard,
    title = "{S}lide{G}uard: {AI}-Driven Evaluation of Graduate Student Presentation Materials",
    author = "Butakov, Nikolay Alekseevich  and
      Khodorchenko, Maria  and
      Nikita, Mazein  and
      Gareev, Daniil  and
      Falevskiy, Yuri  and
      Konev, Georgii  and
      Nasonov, Denis",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.77/",
    pages = "785--793",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{neo-etal-2026-spectra,
    title = "Spectra: A Mechanistic Interpretability Library for Vision-Language Models",
    author = "Neo, Clement  and
      Zheng, Yongsen  and
      Lam, Kwok-Yan  and
      Ong, Luke",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.78/",
    pages = "794--803",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{tang-etal-2026-demonstrating,
    title = "Demonstrating {V}ivi{D}oc: Generating Interactive Documents through Human-Agent Collaboration",
    author = "Tang, Yinghao  and
      Xie, Yupeng  and
      Feng, Yingchaojie  and
      Lan, Tingfeng  and
      Chen, Wei",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.79/",
    pages = "804--811",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zhang-zhu-2026-praat,
    title = "Praat++: Multimedia Annotation System for Speech and Vocalization",
    author = "Zhang, Weiran  and
      Zhu, Kenny Q.",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.80/",
    pages = "812--818",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{zhang-etal-2026-agentfactory,
    title = "{A}gent{F}actory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse",
    author = "Zhang, Zhang  and
      Lu, Shuqi  and
      Qian, Hongjin  and
      He, Di  and
      Liu, Zheng",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.81/",
    pages = "819--828",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{li-yao-2026-openglass,
    title = "{O}pen{G}lass: A {S}ensing-Computing Split Architecture for Local {MLLM}-Driven Real-Time Visual Assistance",
    author = "Li, Mengzhang  and
      Yao, Yuan",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.82/",
    pages = "829--839",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{dong-etal-2026-tartanmaroon,
    title = "{T}artan{M}aroon: Multi-Agent Academic Advising with Iterative Negotiation and Transparent Collaboration",
    author = "Dong, Peidi  and
      Bouamor, Houda  and
      Xiao, Yunze  and
      Kurup, Devi G",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.83/",
    pages = "840--850",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{agarwal-etal-2026-gamed,
    title = "{GAMED}.{AI}: A Hierarchical Multi-Agent Framework for Automated Educational Game Generation",
    author = "Agarwal, Shiven  and
      Shah, Yash  and
      Shekhar, Ashish Raj  and
      Bordoloi, Priyanuj  and
      Gupta, Vivek",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.84/",
    pages = "851--860",
    ISBN = "979-8-89176-392-0"
}
@inproceedings{an-yang-2026-moose,
    title = "{MOOSE}-Copilot: A Web-Based Interactive Assistant for Unified Exploratory and Fine-Grained Scientific Hypothesis Discovery",
    author = "An, Hongran  and
      Yang, Zonglin",
    editor = "Durrett, Greg  and
      Jian, Ping",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 3: System Demonstrations)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-demo.85/",
    pages = "861--869",
    ISBN = "979-8-89176-392-0"
}