@proceedings{emnlp-2024-industry,
    title = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.0/",
    doi = "10.18653/v1/2024.emnlp-industry.0"
}
@inproceedings{chen-etal-2024-optimizing,
    title = "Optimizing Entity Resolution in Voice Interfaces: An {ASR}-Aware Entity Reference Expansion Approach",
    author = "Chen, Jiangning  and
      Zhang, Ziyun  and
      Hu, Qianli",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.1/",
    doi = "10.18653/v1/2024.emnlp-industry.1",
    pages = "1--7"
}
@inproceedings{zimmerman-etal-2024-two,
    title = "Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild",
    author = "Zimmerman, Ilana  and
      Tredup, Jadin  and
      Selfridge, Ethan  and
      Bradley, Joseph",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.2/",
    doi = "10.18653/v1/2024.emnlp-industry.2",
    pages = "8--22"
}
@inproceedings{xiong-etal-2024-program,
    title = "The Program Testing Ability of Large Language Models for Code",
    author = "Xiong, Weimin  and
      Guo, Yiwen  and
      Chen, Hao",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.3/",
    doi = "10.18653/v1/2024.emnlp-industry.3",
    pages = "23--34"
}
@inproceedings{xu-etal-2024-salient,
    title = "Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization",
    author = "Xu, Lei  and
      Karim, Mohammed Asad  and
      Dingliwal, Saket  and
      Elangovan, Aparna",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.4/",
    doi = "10.18653/v1/2024.emnlp-industry.4",
    pages = "35--49"
}
@inproceedings{bullough-etal-2024-predicting,
    title = "Predicting Entity Salience in Extremely Short Documents",
    author = "Bullough, Benjamin  and
      Lundberg, Harrison  and
      Hu, Chen  and
      Xiao, Weihang",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.5/",
    doi = "10.18653/v1/2024.emnlp-industry.5",
    pages = "50--64"
}
@inproceedings{pi-etal-2024-dont,
    title = "Don{'}t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive {B}ayes With Attention",
    author = "Pi, Shu-Ting  and
      Bagavan, Pradeep  and
      Li, Yejia  and
      Disha  and
      Liu, Qun",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.6/",
    doi = "10.18653/v1/2024.emnlp-industry.6",
    pages = "65--72"
}
@inproceedings{guo-etal-2024-retrieval,
    title = "Retrieval Augmented Spelling Correction for {E}-Commerce Applications",
    author = "Guo, Xuan  and
      Patki, Rohit  and
      Everaert, Dante  and
      Potts, Christopher",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.7/",
    doi = "10.18653/v1/2024.emnlp-industry.7",
    pages = "73--79"
}
@inproceedings{chang-etal-2024-scaling,
    title = "Scaling Parameter-Constrained Language Models with Quality Data",
    author = "Chang, Ernie  and
      Paltenghi, Matteo  and
      Li, Yang  and
      Lin, Pin-Jie  and
      Zhao, Changsheng  and
      Huber, Patrick  and
      Liu, Zechun  and
      Rabatin, Rastislav  and
      Shi, Yangyang  and
      Chandra, Vikas",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.8/",
    doi = "10.18653/v1/2024.emnlp-industry.8",
    pages = "80--97"
}
@inproceedings{bhattacharjee-etal-2024-indus,
    title = "{INDUS}: Effective and Efficient Language Models for Scientific Applications",
    author = "Bhattacharjee, Bishwaranjan  and
      Trivedi, Aashka  and
      Muraoka, Masayasu  and
      Ramasubramanian, Muthukumaran  and
      Udagawa, Takuma  and
      Gurung, Iksha  and
      Pantha, Nishan  and
      Zhang, Rong  and
      Dandala, Bharath  and
      Ramachandran, Rahul  and
      Maskey, Manil  and
      Bugbee, Kaylin  and
      Little, Michael M.  and
      Fancher, Elizabeth  and
      Gerasimov, Irina  and
      Mehrabian, Armin  and
      Sanders, Lauren  and
      Costes, Sylvain V.  and
      Blanco-Cuaresma, Sergi  and
      Lockhart, Kelly  and
      Allen, Thomas  and
      Grezes, Felix  and
      Ansdell, Megan  and
      Accomazzi, Alberto  and
      El-Kurdi, Yousef  and
      Wertheimer, Davis  and
      Pfitzmann, Birgit  and
      Berrospi Ramis, Cesar  and
      Dolfi, Michele  and
      De Lima, Rafael Teixeira  and
      Vagenas, Panagiotis  and
      Mukkavilli, S. Karthik  and
      Staar, Peter W. J.  and
      Vahidinia, Sanaz  and
      McGranaghan, Ryan  and
      Lee, Tsengdar J.",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.9/",
    doi = "10.18653/v1/2024.emnlp-industry.9",
    pages = "98--112"
}
@inproceedings{ke-etal-2024-dl,
    title = "{DL}-{QAT}: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models",
    author = "Ke, Wenjing  and
      Li, Zhe  and
      Li, Dong  and
      Tian, Lu  and
      Barsoum, Emad",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.10/",
    doi = "10.18653/v1/2024.emnlp-industry.10",
    pages = "113--119"
}
@inproceedings{xia-etal-2024-hybrid,
    title = "Hybrid-{RACA}: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction",
    author = {Xia, Menglin  and
      Zhang, Xuchao  and
      Couturier, Camille  and
      Zheng, Guoqing  and
      Rajmohan, Saravan  and
      R{\"u}hle, Victor},
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.11/",
    doi = "10.18653/v1/2024.emnlp-industry.11",
    pages = "120--131"
}
@inproceedings{gong-etal-2024-llmc,
    title = "{LLMC}: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit",
    author = "Gong, Ruihao  and
      Yong, Yang  and
      Gu, Shiqiao  and
      Huang, Yushi  and
      Lv, Chengtao  and
      Zhang, Yunchen  and
      Tao, Dacheng  and
      Liu, Xianglong",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.12/",
    doi = "10.18653/v1/2024.emnlp-industry.12",
    pages = "132--152"
}
@inproceedings{saad-falcon-etal-2024-pdftriage,
    title = "{PDFT}riage: Question Answering over Long, Structured Documents",
    author = "Saad-Falcon, Jon  and
      Barrow, Joe  and
      Siu, Alexa  and
      Nenkova, Ani  and
      Yoon, Seunghyun  and
      Rossi, Ryan A.  and
      Dernoncourt, Franck",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.13/",
    doi = "10.18653/v1/2024.emnlp-industry.13",
    pages = "153--169"
}
@inproceedings{jung-wang-2024-fairness,
    title = "Fairness-Aware Online Positive-Unlabeled Learning",
    author = "Jung, Hoin  and
      Wang, Xiaoqian",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.14/",
    doi = "10.18653/v1/2024.emnlp-industry.14",
    pages = "170--185"
}
@inproceedings{kim-etal-2024-saas,
    title = "{SAAS}: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models",
    author = "Kim, Hyeonwoo  and
      Gim, Gyoungjin  and
      Kim, Yungi  and
      Kim, Jihoo  and
      Kim, Byungju  and
      Lee, Wonseok  and
      Park, Chanjun",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.15/",
    doi = "10.18653/v1/2024.emnlp-industry.15",
    pages = "186--198"
}
@inproceedings{sturman-etal-2024-debiasing,
    title = "Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble",
    author = "Sturman, Olivia  and
      Joshi, Aparna R  and
      Radharapu, Bhaktipriya  and
      Kumar, Piyush  and
      Shelby, Renee",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.16/",
    doi = "10.18653/v1/2024.emnlp-industry.16",
    pages = "199--214"
}
@inproceedings{saadany-etal-2024-centrality,
    title = "Centrality-aware Product Retrieval and Ranking",
    author = "Saadany, Hadeel  and
      Bhosale, Swapnil  and
      Agrawal, Samarth  and
      Kanojia, Diptesh  and
      Orasan, Constantin  and
      Wu, Zhe",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.17/",
    doi = "10.18653/v1/2024.emnlp-industry.17",
    pages = "215--224"
}
@inproceedings{shu-etal-2024-fusion,
    title = "Fusion-Eval: Integrating Assistant Evaluators with {LLM}s",
    author = "Shu, Lei  and
      Wichers, Nevan  and
      Luo, Liangchen  and
      Zhu, Yun  and
      Liu, Yinxiao  and
      Chen, Jindong  and
      Meng, Lei",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.18/",
    doi = "10.18653/v1/2024.emnlp-industry.18",
    pages = "225--238"
}
@inproceedings{wang-etal-2024-investigating,
    title = "Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents",
    author = "Wang, Yixiao  and
      Fashandi, Homa  and
      Ferreira, Kevin",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.19/",
    doi = "10.18653/v1/2024.emnlp-industry.19",
    pages = "239--255"
}
@inproceedings{udagawa-etal-2024-robust,
    title = "Robust {ASR} Error Correction with Conservative Data Filtering",
    author = "Udagawa, Takuma  and
      Suzuki, Masayuki  and
      Muraoka, Masayasu  and
      Kurata, Gakuto",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.20/",
    doi = "10.18653/v1/2024.emnlp-industry.20",
    pages = "256--266"
}
@inproceedings{huang-etal-2024-code,
    title = "Code Representation Pre-training with Complements from Program Executions",
    author = "Huang, Jiabo  and
      Zhao, Jianyu  and
      Rong, Yuyang  and
      Guo, Yiwen  and
      He, Yifeng  and
      Chen, Hao",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.21/",
    doi = "10.18653/v1/2024.emnlp-industry.21",
    pages = "267--278"
}
@inproceedings{yao-etal-2024-scalellm,
    title = "{S}cale{LLM}: A Resource-Frugal {LLM} Serving Framework by Optimizing End-to-End Efficiency",
    author = "Yao, Yuhang  and
      Jin, Han  and
      Shah, Alay Dilipbhai  and
      Han, Shanshan  and
      Hu, Zijian  and
      Stripelis, Dimitris  and
      Ran, Yide  and
      Xu, Zhaozhuo  and
      Avestimehr, Salman  and
      He, Chaoyang",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.22/",
    doi = "10.18653/v1/2024.emnlp-industry.22",
    pages = "279--289"
}
@inproceedings{banerjee-etal-2024-context,
    title = "Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context",
    author = "Banerjee, Somnath  and
      Sahoo, Amruit  and
      Layek, Sayan  and
      Dutta, Avik  and
      Hazra, Rima  and
      Mukherjee, Animesh",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.23/",
    doi = "10.18653/v1/2024.emnlp-industry.23",
    pages = "290--302"
}
@inproceedings{cheng-etal-2024-shield,
    title = "{SHIELD}: {LLM}-Driven Schema Induction for Predictive Analytics in {EV} Battery Supply Chain Disruptions",
    author = "Cheng, Zhi-Qi  and
      Dong, Yifei  and
      Shi, Aike  and
      Liu, Wei  and
      Hu, Yuzhi  and
      O{'}Connor, Jason  and
      Hauptmann, Alexander G  and
      Whitefoot, Kate",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.24/",
    doi = "10.18653/v1/2024.emnlp-industry.24",
    pages = "303--333"
}
@inproceedings{cui-etal-2024-divide,
    title = "Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models",
    author = "Cui, Wendi  and
      Li, Zhuohang  and
      Lopez, Damien  and
      Das, Kamalika  and
      Malin, Bradley A.  and
      Kumar, Sricharan  and
      Zhang, Jiaxin",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.25/",
    doi = "10.18653/v1/2024.emnlp-industry.25",
    pages = "334--361"
}
@inproceedings{anderson-etal-2024-greenback,
    title = "Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt",
    author = "Anderson, Peter  and
      Janardhanan, Mano Vikash  and
      He, Jason  and
      Cheng, Wei  and
      Flanagan, Charlie",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.26/",
    doi = "10.18653/v1/2024.emnlp-industry.26",
    pages = "362--370"
}
@inproceedings{kong-etal-2024-tptu,
    title = "{TPTU}-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems",
    author = "Kong, Yilun  and
      Ruan, Jingqing  and
      Chen, YiHong  and
      Zhang, Bin  and
      Bao, Tianpeng  and
      Shiwei, Shi  and
      Qing, du Guo  and
      Hu, Xiaoru  and
      Mao, Hangyu  and
      Li, Ziyue  and
      Zeng, Xingyu  and
      Zhao, Rui  and
      Wang, Xueqian",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.27/",
    doi = "10.18653/v1/2024.emnlp-industry.27",
    pages = "371--385"
}
@inproceedings{akasaki-sassano-2024-detecting,
    title = "Detecting Ambiguous Utterances in an Intelligent Assistant",
    author = "Akasaki, Satoshi  and
      Sassano, Manabu",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.28/",
    doi = "10.18653/v1/2024.emnlp-industry.28",
    pages = "386--394"
}
@inproceedings{singhal-etal-2024-geoindia,
    title = "{G}eo{I}ndia: A {S}eq2{S}eq Geocoding Approach for {I}ndian Addresses",
    author = "Singhal, Bhavuk  and
      Aditya, Anshu  and
      Todwal, Lokesh  and
      Jain, Shubham  and
      Mukherjee, Debashis",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.29/",
    doi = "10.18653/v1/2024.emnlp-industry.29",
    pages = "395--407"
}
@inproceedings{park-etal-2024-moleco,
    title = "Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction",
    author = "Park, Jun-Hyung  and
      Park, Hyuntae  and
      Kim, Yeachan  and
      Lim, Woosang  and
      Lee, SangKeun",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.30/",
    doi = "10.18653/v1/2024.emnlp-industry.30",
    pages = "408--420"
}
@inproceedings{kim-etal-2024-seed,
    title = "{SEED}: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science",
    author = "Kim, Yeachan  and
      Park, Jun-Hyung  and
      Kim, SungHo  and
      Park, Juhyeong  and
      Kim, Sangyun  and
      Lee, SangKeun",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.31/",
    doi = "10.18653/v1/2024.emnlp-industry.31",
    pages = "421--428"
}
@inproceedings{nygaard-etal-2024-news,
    title = "News Risk Alerting System ({NRAS}): A Data-Driven {LLM} Approach to Proactive Credit Risk Monitoring",
    author = "Nygaard, Adil  and
      Upadhyay, Ashish  and
      Hinkle, Lauren  and
      Skotti, Xenia  and
      Halliwell, Joe  and
      Brown, Ian C  and
      Noronha, Glen",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.32/",
    doi = "10.18653/v1/2024.emnlp-industry.32",
    pages = "429--439"
}
@inproceedings{lu-etal-2024-fastadasp,
    title = "{F}ast{A}da{SP}: Multitask-Adapted Efficient Inference for Large Speech Language Model",
    author = "Lu, Yichen  and
      Song, Jiaqi  and
      Yang, Chao-Han Huck  and
      Watanabe, Shinji",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.33/",
    doi = "10.18653/v1/2024.emnlp-industry.33",
    pages = "440--451"
}
@inproceedings{stripelis-etal-2024-tensoropera,
    title = "{T}ensor{O}pera Router: A Multi-Model Router for Efficient {LLM} Inference",
    author = "Stripelis, Dimitris  and
      Xu, Zhaozhuo  and
      Hu, Zijian  and
      Shah, Alay Dilipbhai  and
      Jin, Han  and
      Yao, Yuhang  and
      Zhang, Jipeng  and
      Zhang, Tong  and
      Avestimehr, Salman  and
      He, Chaoyang",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.34/",
    doi = "10.18653/v1/2024.emnlp-industry.34",
    pages = "452--462"
}
@inproceedings{vasantha-etal-2024-prompt,
    title = "Prompt-Tuned Muti-Task Taxonomic Transformer ({PTMTT}axo{F}ormer)",
    author = "Vasantha, Rajashekar  and
      Nguyen, Nhan  and
      Zhang, Yue",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.35/",
    doi = "10.18653/v1/2024.emnlp-industry.35",
    pages = "463--476"
}
@inproceedings{goddard-etal-2024-arcees,
    title = "Arcee{'}s {M}erge{K}it: A Toolkit for Merging Large Language Models",
    author = "Goddard, Charles  and
      Siriwardhana, Shamane  and
      Ehghaghi, Malikeh  and
      Meyers, Luke  and
      Karpukhin, Vladimir  and
      Benedict, Brian  and
      McQuade, Mark  and
      Solawetz, Jacob",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.36/",
    doi = "10.18653/v1/2024.emnlp-industry.36",
    pages = "477--485"
}
@inproceedings{singh-etal-2024-personal,
    title = "Personal Large Language Model Agents: A Case Study on Tailored Travel Planning",
    author = "Singh, Harmanpreet  and
      Verma, Nikhil  and
      Wang, Yixiao  and
      Bharadwaj, Manasa  and
      Fashandi, Homa  and
      Ferreira, Kevin  and
      Lee, Chul",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.37/",
    doi = "10.18653/v1/2024.emnlp-industry.37",
    pages = "486--514"
}
@inproceedings{tian-etal-2024-fanlora,
    title = "{F}an{L}o{RA}: Fantastic {L}o{RA}s and Where to Find Them in Large Language Model Fine-tuning",
    author = "Tian, Aaron Xuxiang  and
      Zhao, Yi  and
      Yin, Congrui  and
      Zhu, Wei  and
      Tian, Xing  and
      Ge, Yi",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.38/",
    doi = "10.18653/v1/2024.emnlp-industry.38",
    pages = "515--528"
}
@inproceedings{cecchi-babkin-2024-reportgpt,
    title = "{R}eport{GPT}: Human-in-the-loop Verifiable Table-to-Text Generation",
    author = "Cecchi, Lucas  and
      Babkin, Petr",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.39/",
    doi = "10.18653/v1/2024.emnlp-industry.39",
    pages = "529--537"
}
@inproceedings{wang-etal-2024-bpid,
    title = "{BPID}: A Benchmark for Personal Identity Deduplication",
    author = "Wang, Runhui  and
      Tao, Yefan  and
      Krishnan, Adit  and
      Kong, Luyang  and
      Liu, Xuanqing  and
      Deng, Yuqian  and
      Yang, Yunzhao  and
      Johnson, Henrik  and
      Borthwick, Andrew  and
      Gupta, Shobhit  and
      Gundlapalli, Aditi Sinha  and
      Golac, Davor",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.40/",
    doi = "10.18653/v1/2024.emnlp-industry.40",
    pages = "538--546"
}
@inproceedings{han-etal-2024-merlin,
    title = "{MERLIN}: Multimodal Embedding Refinement via {LLM}-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline",
    author = "Han, Donghoon  and
      Park, Eunhwan  and
      Lee, Gisang  and
      Lee, Adam  and
      Kwak, Nojun",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.41/",
    doi = "10.18653/v1/2024.emnlp-industry.41",
    pages = "547--562"
}
@inproceedings{chen-etal-2024-identifying,
    title = "Identifying High Consideration {E}-Commerce Search Queries",
    author = "Chen, Zhiyu  and
      Choi, Jason Ingyu  and
      Fetahu, Besnik  and
      Malmasi, Shervin",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.42/",
    doi = "10.18653/v1/2024.emnlp-industry.42",
    pages = "563--572"
}
@inproceedings{guo-etal-2024-sample,
    title = "Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with {LLM}s",
    author = "Guo, Biyang  and
      Wang, He  and
      Xiao, Wenyilin  and
      Chen, Hong  and
      Lee, ZhuXin  and
      Han, Songqiao  and
      Huang, Hailiang",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.43/",
    doi = "10.18653/v1/2024.emnlp-industry.43",
    pages = "573--594"
}
@inproceedings{singh-etal-2024-refining,
    title = "Refining App Reviews: Dataset, Methodology, and Evaluation",
    author = "Singh, Amrita  and
      Jain, Chirag  and
      Chaudhary, Mohit  and
      Anish, Preethu Rose",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.44/",
    doi = "10.18653/v1/2024.emnlp-industry.44",
    pages = "595--608"
}
@inproceedings{lee-etal-2024-telbench,
    title = "{T}el{B}ench: A Benchmark for Evaluating Telco-Specific Large Language Models",
    author = "Lee, Sunwoo  and
      Arya, Dhammiko  and
      Cho, Seung-Mo  and
      Han, Gyoung-eun  and
      Hong, Seokyoung  and
      Jang, Wonbeom  and
      Lee, Seojin  and
      Park, Sohee  and
      Sek, Sereimony  and
      Song, Injee  and
      Yoon, Sungbin  and
      Davis, Eric",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.45/",
    doi = "10.18653/v1/2024.emnlp-industry.45",
    pages = "609--626"
}
@inproceedings{choi-etal-2024-rradistill,
    title = "{RRAD}istill: Distilling {LLM}s' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine",
    author = "Choi, Nayoung  and
      Lee, Youngjune  and
      Cho, Gyu-Hwung  and
      Jeong, Haeyu  and
      Kong, Jungmin  and
      Kim, Saehun  and
      Park, Keunchan  and
      Cho, Sarah  and
      Jeong, Inchang  and
      Nam, Gyohee  and
      Han, Sunghoon  and
      Yang, Wonil  and
      Choi, Jaeho",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.46/",
    doi = "10.18653/v1/2024.emnlp-industry.46",
    pages = "627--641"
}
@inproceedings{lee-han-2024-korsmishing,
    title = "{K}or{S}mishing Explainer: A {K}orean-centric {LLM}-based Framework for Smishing Detection and Explanation Generation",
    author = "Lee, Yunseung  and
      Han, Daehee",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.47/",
    doi = "10.18653/v1/2024.emnlp-industry.47",
    pages = "642--656"
}
@inproceedings{barik-etal-2024-time,
    title = "Time Matters: An End-to-End Solution for Temporal Claim Verification",
    author = "Barik, Anab Maulana  and
      Hsu, Wynne  and
      Lee, Mong-Li",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.48/",
    doi = "10.18653/v1/2024.emnlp-industry.48",
    pages = "657--664"
}
@inproceedings{kim-etal-2024-mild,
    title = "{MILD} Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot",
    author = "Kim, Mirae  and
      Hwang, Kyubum  and
      Oh, Hayoung  and
      Kim, Min Ah  and
      Park, Chaerim  and
      Park, Yehwi  and
      Lee, Chungyeon",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.49/",
    doi = "10.18653/v1/2024.emnlp-industry.49",
    pages = "665--676"
}
@inproceedings{kuai-etal-2024-breaking,
    title = "Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval",
    author = "Kuai, Zhirui  and
      Chen, Zuxu  and
      Wang, Huimu  and
      Li, Mingming  and
      Miao, Dadong  and
      Binbin, Wang  and
      Chen, Xusong  and
      Kuang, Li  and
      Han, Yuxing  and
      Wang, Jiaxing  and
      Tang, Guoyu  and
      Liu, Lin  and
      Wang, Songlin  and
      Zhuo, Jingwei",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.50/",
    doi = "10.18653/v1/2024.emnlp-industry.50",
    pages = "677--685"
}
@inproceedings{nandi-agrawal-2024-improving,
    title = "Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model",
    author = "Nandi, Subhadip  and
      Agrawal, Neeraj",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.51/",
    doi = "10.18653/v1/2024.emnlp-industry.51",
    pages = "686--696"
}
@inproceedings{chen-etal-2024-ipl,
    title = "{IPL}: Leveraging Multimodal Large Language Models for Intelligent Product Listing",
    author = "Chen, Kang  and
      Zhang, Qing Heng  and
      Lian, Chengbao  and
      Ji, Yixin  and
      Liu, Xuwei  and
      Han, Shuguang  and
      Wu, Guoqiang  and
      Huang, Fei  and
      Chen, Jufeng",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.52/",
    doi = "10.18653/v1/2024.emnlp-industry.52",
    pages = "697--711"
}
@inproceedings{rajabzadeh-etal-2024-qdylora,
    title = "{QD}y{L}o{RA}: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning",
    author = "Rajabzadeh, Hossein  and
      Valipour, Mojtaba  and
      Zhu, Tianshu  and
      Tahaei, Marzieh S.  and
      Kwon, Hyock Ju  and
      Ghodsi, Ali  and
      Chen, Boxing  and
      Rezagholizadeh, Mehdi",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.53/",
    doi = "10.18653/v1/2024.emnlp-industry.53",
    pages = "712--718"
}
@inproceedings{pattnaik-etal-2024-improving,
    title = "Improving Hierarchical Text Clustering with {LLM}-guided Multi-view Cluster Representation",
    author = "Pattnaik, Anup  and
      George, Cijo  and
      Tripathi, Rishabh Kumar  and
      Vutla, Sasanka  and
      Vepa, Jithendra",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.54/",
    doi = "10.18653/v1/2024.emnlp-industry.54",
    pages = "719--727"
}
@inproceedings{liu-etal-2024-para,
    title = "{PARA}: Parameter-Efficient Fine-tuning with Prompt-Aware Representation Adjustment",
    author = "Liu, Zequan  and
      Zhao, Yi  and
      Tan, Ming  and
      Zhu, Wei  and
      Tian, Aaron Xuxiang",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.55/",
    doi = "10.18653/v1/2024.emnlp-industry.55",
    pages = "728--737"
}
@inproceedings{zhang-etal-2024-rag4itops,
    title = "{RAG}4{ITO}ps: A Supervised Fine-Tunable and Comprehensive {RAG} Framework for {IT} Operations and Maintenance",
    author = "Zhang, Tianyang  and
      Jiang, Zhuoxuan  and
      Bai, Shengguang  and
      Zhang, Tianrui  and
      Lin, Lin  and
      Liu, Yang  and
      Ren, Jiawei",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.56/",
    doi = "10.18653/v1/2024.emnlp-industry.56",
    pages = "738--754"
}
@inproceedings{shi-etal-2024-ulmr,
    title = "{ULMR}: Unlearning Large Language Models via Negative Response and Model Parameter Average",
    author = "Shi, Shaojie  and
      Tan, Xiaoyu  and
      Qiu, Xihe  and
      Qu, Chao  and
      Nie, Kexin  and
      Cheng, Yuan  and
      Chu, Wei  and
      Yinghui, Xu  and
      Qi, Yuan",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.57/",
    doi = "10.18653/v1/2024.emnlp-industry.57",
    pages = "755--762"
}
@inproceedings{maheshwary-etal-2024-pretraining,
    title = "Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching",
    author = "Maheshwary, Saket  and
      Paul, Arpan  and
      Sohoney, Saurabh",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.58/",
    doi = "10.18653/v1/2024.emnlp-industry.58",
    pages = "763--773"
}
@inproceedings{shen-etal-2024-smartcal,
    title = "{SMARTCAL}: An Approach to Self-Aware Tool-Use Evaluation and Calibration",
    author = "Shen, Yuanhao  and
      Zhu, Xiaodan  and
      Chen, Lei",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.59/",
    doi = "10.18653/v1/2024.emnlp-industry.59",
    pages = "774--789"
}
@inproceedings{ingle-etal-2024-probing,
    title = "Probing the Depths of Language Models' Contact-Center Knowledge for Quality Assurance",
    author = "Ingle, Digvijay Anil  and
      Sachdeva, Aashraya  and
      Sahu, Surya Prakash  and
      Sati, Mayank  and
      George, Cijo  and
      Vepa, Jithendra",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.60/",
    doi = "10.18653/v1/2024.emnlp-industry.60",
    pages = "790--804"
}
@inproceedings{hong-etal-2024-intelligent,
    title = "Intelligent Predictive Maintenance {RAG} framework for Power Plants: Enhancing {QA} with {S}tyle{DFS} and Domain Specific Instruction Tuning",
    author = "Hong, Seongtae  and
      Shin, Joong Min  and
      Seo, Jaehyung  and
      Lee, Taemin  and
      Park, Jeongbae  and
      Young, Cho Man  and
      Choi, Byeongho  and
      Lim, Heuiseok",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.61/",
    doi = "10.18653/v1/2024.emnlp-industry.61",
    pages = "805--820"
}
@inproceedings{tavanaei-etal-2024-structured,
    title = "Structured Object Language Modeling ({SO}-{LM}): Native Structured Objects Generation Conforming to Complex Schemas with Self-Supervised Denoising",
    author = "Tavanaei, Amir  and
      Koo, Kee Kiat  and
      Ceker, Hayreddin  and
      Jiang, Shaobai  and
      Li, Qi  and
      Han, Julien  and
      Bouyarmane, Karim",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.62/",
    doi = "10.18653/v1/2024.emnlp-industry.62",
    pages = "821--828"
}
@inproceedings{bouayad-agha-etal-2024-assisting,
    title = "Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an {AI}-in-the-loop Approach",
    author = "Bouayad-Agha, Nadjet  and
      Gomez-Sebastia, Ignasi  and
      Padro, Alba  and
      Roura, Enric Pallares  and
      Castell{\'o}, David Pelayo  and
      Tovar, Roc{\'i}o",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.63/",
    doi = "10.18653/v1/2024.emnlp-industry.63",
    pages = "829--841"
}
@inproceedings{mcmahan-etal-2024-hassle,
    title = "A Hassle-free Algorithm for Strong Differential Privacy in Federated Learning Systems",
    author = "McMahan, Hugh Brendan  and
      Xu, Zheng  and
      Zhang, Yanxiang",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.64/",
    doi = "10.18653/v1/2024.emnlp-industry.64",
    pages = "842--865"
}
@inproceedings{lomshakov-etal-2024-proconsul,
    title = "{P}ro{C}on{S}u{L}: Project Context for Code Summarization with {LLM}s",
    author = "Lomshakov, Vadim  and
      Podivilov, Andrey  and
      Savin, Sergey  and
      Baryshnikov, Oleg  and
      Lisevych, Alena  and
      Nikolenko, Sergey",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.65/",
    doi = "10.18653/v1/2024.emnlp-industry.65",
    pages = "866--880"
}
@inproceedings{li-etal-2024-retrieval,
    title = "Retrieval Augmented Generation or Long-Context {LLM}s? A Comprehensive Study and Hybrid Approach",
    author = "Li, Zhuowan  and
      Li, Cheng  and
      Zhang, Mingyang  and
      Mei, Qiaozhu  and
      Bendersky, Michael",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.66/",
    doi = "10.18653/v1/2024.emnlp-industry.66",
    pages = "881--893"
}
@inproceedings{mukku-etal-2024-mars,
    title = "{MARS}: Multilingual Aspect-centric Review Summarisation",
    author = "Mukku, Sandeep Sricharan  and
      Kanagarajan, Abinesh  and
      Aggarwal, Chetan  and
      Yenigalla, Promod",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.67/",
    doi = "10.18653/v1/2024.emnlp-industry.67",
    pages = "894--909"
}
@inproceedings{zhang-etal-2024-new-approach,
    title = "A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks",
    author = "Zhang, Tianyi  and
      Norouzian, Atta  and
      Mohan, Aanchan  and
      Ducatelle, Frederick",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.68/",
    doi = "10.18653/v1/2024.emnlp-industry.68",
    pages = "910--919"
}
@inproceedings{kirstein-etal-2024-tell,
    title = "Tell me what {I} need to know: Exploring {LLM}-based (Personalized) Abstractive Multi-Source Meeting Summarization",
    author = "Kirstein, Frederic  and
      Ruas, Terry  and
      Kratel, Robert  and
      Gipp, Bela",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.69/",
    doi = "10.18653/v1/2024.emnlp-industry.69",
    pages = "920--939"
}
@inproceedings{niu-etal-2024-detecting,
    title = "Detecting {LLM}-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests",
    author = "Niu, Chenhao  and
      Yancey, Kevin P.  and
      Liu, Ruidong  and
      Baig, Mirza Basim  and
      Horie, Andr{\'e} Kenji  and
      Sharpnack, James",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.70/",
    doi = "10.18653/v1/2024.emnlp-industry.70",
    pages = "940--953"
}
@inproceedings{dige-etal-2024-machine,
    title = "Can Machine Unlearning Reduce Social Bias in Language Models?",
    author = "Dige, Omkar  and
      Arneja, Diljot  and
      Yau, Tsz Fung  and
      Zhang, Qixuan  and
      Bolandraftar, Mohammad  and
      Zhu, Xiaodan  and
      Khattak, Faiza Khan",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.71/",
    doi = "10.18653/v1/2024.emnlp-industry.71",
    pages = "954--969"
}
@inproceedings{cheng-etal-2024-dont,
    title = "Don{'}t be my Doctor! Recognizing Healthcare Advice in Large Language Models",
    author = "Cheng, Kellen Tan  and
      Gentile, Anna Lisa  and
      Li, Pengyuan  and
      DeLuca, Chad  and
      Ren, Guang-Jie",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.72/",
    doi = "10.18653/v1/2024.emnlp-industry.72",
    pages = "970--980"
}
@inproceedings{pavlova-makhlouf-2024-building,
    title = "Building an Efficient Multilingual Non-Profit {IR} System for the Islamic Domain Leveraging Multiprocessing Design in Rust",
    author = "Pavlova, Vera  and
      Makhlouf, Mohammed",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.73/",
    doi = "10.18653/v1/2024.emnlp-industry.73",
    pages = "981--990"
}
@inproceedings{chan-etal-2024-adapting,
    title = "Adapting {LLM}s for Structured Natural Language {API} Integration",
    author = "Chan, Robin  and
      Mirylenka, Katsiaryna  and
      Gschwind, Thomas  and
      Miksovic, Christoph  and
      Scotton, Paolo  and
      Toniato, Enrico  and
      Labbi, Abdel",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.74/",
    doi = "10.18653/v1/2024.emnlp-industry.74",
    pages = "991--1000"
}
@inproceedings{nan-etal-2024-omg,
    title = "{OMG}-{QA}: Building Open-Domain Multi-Modal Generative Question Answering Systems",
    author = "Nan, Linyong  and
      Fang, Weining  and
      Rasteh, Aylin  and
      Lahabi, Pouya  and
      Zou, Weijin  and
      Zhao, Yilun  and
      Cohan, Arman",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.75/",
    doi = "10.18653/v1/2024.emnlp-industry.75",
    pages = "1001--1015"
}
@inproceedings{sinha-etal-2024-survival,
    title = "Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution",
    author = "Sinha, Ankita  and
      Cui, Wendi  and
      Das, Kamalika  and
      Zhang, Jiaxin",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.76/",
    doi = "10.18653/v1/2024.emnlp-industry.76",
    pages = "1016--1027"
}
@inproceedings{guo-hauptmann-2024-fine,
    title = "Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow",
    author = "Guo, Tian  and
      Hauptmann, Emmanuel",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.77/",
    doi = "10.18653/v1/2024.emnlp-industry.77",
    pages = "1028--1045"
}
@inproceedings{everaert-etal-2024-amazonqac,
    title = "{A}mazon{QAC}: A Large-Scale, Naturalistic Query Autocomplete Dataset",
    author = "Everaert, Dante  and
      Patki, Rohit  and
      Zheng, Tianqi  and
      Potts, Christopher",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.78/",
    doi = "10.18653/v1/2024.emnlp-industry.78",
    pages = "1046--1055"
}
@inproceedings{yoon-etal-2024-language,
    title = "Language, {OCR}, Form Independent ({LOFI}) pipeline for Industrial Document Information Extraction",
    author = "Yoon, Chang Oh  and
      Lee, Wonbeen  and
      Jang, Seokhwan  and
      Choi, Kyuwon  and
      Jung, Minsung  and
      Choi, Daewoo",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.79/",
    doi = "10.18653/v1/2024.emnlp-industry.79",
    pages = "1056--1067"
}
@inproceedings{mahfouz-etal-2024-state,
    title = "The State of the Art of Large Language Models on Chartered Financial Analyst Exams",
    author = "Mahfouz, Mahmoud  and
      Callanan, Ethan  and
      Sibue, Mathieu  and
      Papadimitriou, Antony  and
      Ma, Zhiqiang  and
      Liu, Xiaomo  and
      Zhu, Xiaodan",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.80/",
    doi = "10.18653/v1/2024.emnlp-industry.80",
    pages = "1068--1082"
}
@inproceedings{padhi-etal-2024-value,
    title = "Value Alignment from Unstructured Text",
    author = "Padhi, Inkit  and
      Natesan Ramamurthy, Karthikeyan  and
      Sattigeri, Prasanna  and
      Nagireddy, Manish  and
      Dognin, Pierre  and
      Varshney, Kush R.",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.81/",
    doi = "10.18653/v1/2024.emnlp-industry.81",
    pages = "1083--1095"
}
@inproceedings{liu-etal-2024-lara,
    title = "{LARA}: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification",
    author = "Liu, Junhua  and
      Keat, Tan Yong  and
      Fu, Bin  and
      Lim, Kwan Hui",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.82/",
    doi = "10.18653/v1/2024.emnlp-industry.82",
    pages = "1096--1106"
}
@inproceedings{fletcher-etal-2024-generating,
    title = "Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models",
    author = "Fletcher, James  and
      Dehnen, Nicholas  and
      Tayarani Bathaie, Seyed Nima  and
      An, Aijun  and
      Davoudi, Heidar  and
      DiCarlantonio, Ron  and
      Farmaner, Gary",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.83/",
    doi = "10.18653/v1/2024.emnlp-industry.83",
    pages = "1107--1120"
}
@inproceedings{sadhu-etal-2024-athena,
    title = "Athena: Safe Autonomous Agents with Verbal Contrastive Learning",
    author = "Sadhu, Tanmana  and
      Pesaranghader, Ali  and
      Chen, Yanan  and
      Yi, Dong Hoon",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.84/",
    doi = "10.18653/v1/2024.emnlp-industry.84",
    pages = "1121--1130"
}
@inproceedings{abdelaziz-etal-2024-granite,
    title = "Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks",
    author = "Abdelaziz, Ibrahim  and
      Basu, Kinjal  and
      Agarwal, Mayank  and
      Kumaravel, Sadhana  and
      Stallone, Matthew  and
      Panda, Rameswar  and
      Rizk, Yara  and
      Bhargav, G P Shrivatsa  and
      Crouse, Maxwell  and
      Gunasekara, Chulaka  and
      Ikbal, Shajith  and
      Joshi, Sachindra  and
      Karanam, Hima  and
      Kumar, Vineet  and
      Munawar, Asim  and
      Neelam, Sumit  and
      Raghu, Dinesh  and
      Sharma, Udit  and
      Soria, Adriana Meza  and
      Sreedhar, Dheeraj  and
      Venkateswaran, Praveen  and
      Unuvar, Merve  and
      Cox, David Daniel  and
      Roukos, Salim  and
      Lastras, Luis A.  and
      Kapanipathi, Pavan",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.85/",
    doi = "10.18653/v1/2024.emnlp-industry.85",
    pages = "1131--1139"
}
@inproceedings{laskar-etal-2024-query,
    title = "Query-{OPT}: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization",
    author = "Laskar, Md Tahmid Rahman  and
      Khasanova, Elena  and
      Fu, Xue-Yong  and
      Chen, Cheng  and
      Tn, Shashi Bhushan",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.86/",
    doi = "10.18653/v1/2024.emnlp-industry.86",
    pages = "1140--1151"
}
@inproceedings{singh-etal-2024-dial,
    title = "{D}i{AL} : Diversity Aware Listwise Ranking for Query Auto-Complete",
    author = "Singh, Sonali  and
      Farfade, Sachin Sudhakar  and
      Comar, Prakash Mandayam",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.87/",
    doi = "10.18653/v1/2024.emnlp-industry.87",
    pages = "1152--1162"
}
@inproceedings{gupta-etal-2024-systematic,
    title = "Systematic Evaluation of Long-Context {LLM}s on Financial Concepts",
    author = "Gupta, Lavanya  and
      Sharma, Saket  and
      Zhao, Yiyun",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.88/",
    doi = "10.18653/v1/2024.emnlp-industry.88",
    pages = "1163--1175"
}
@inproceedings{pradeep-etal-2024-convkgyarn,
    title = "{C}onv{KGY}arn: Spinning Configurable and Scalable Conversational Knowledge Graph {QA} Datasets with Large Language Models",
    author = "Pradeep, Ronak  and
      Lee, Daniel  and
      Mousavi, Ali  and
      Pound, Jeffrey  and
      Sang, Yisi  and
      Lin, Jimmy  and
      Ilyas, Ihab  and
      Potdar, Saloni  and
      Arefiyan, Mostafa  and
      Li, Yunyao",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.89/",
    doi = "10.18653/v1/2024.emnlp-industry.89",
    pages = "1176--1206"
}
@inproceedings{chen-etal-2024-knowledge,
    title = "Knowledge-augmented Financial Market Analysis and Report Generation",
    author = "Chen, Yuemin  and
      Wu, Feifan  and
      Wang, Jingwei  and
      Qian, Hao  and
      Liu, Ziqi  and
      Zhang, Zhiqiang  and
      Zhou, Jun  and
      Wang, Meng",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.90/",
    doi = "10.18653/v1/2024.emnlp-industry.90",
    pages = "1207--1217"
}
@inproceedings{tam-etal-2024-speak,
    title = "Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance.",
    author = "Tam, Zhi Rui  and
      Wu, Cheng-Kuang  and
      Tsai, Yi-Lin  and
      Lin, Chieh-Yen  and
      Lee, Hung-yi  and
      Chen, Yun-Nung",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.91/",
    doi = "10.18653/v1/2024.emnlp-industry.91",
    pages = "1218--1236"
}
@inproceedings{chugh-zambre-2024-astra,
    title = "{ASTRA}: Automatic Schema Matching using Machine Translation",
    author = "Chugh, Tarang  and
      Zambre, Deepak",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.92/",
    doi = "10.18653/v1/2024.emnlp-industry.92",
    pages = "1237--1244"
}
@inproceedings{zhang-etal-2024-neural,
    title = "Neural Search Space in Gboard Decoder",
    author = "Zhang, Yanxiang  and
      Zhang, Yuanbo  and
      Sun, Haicheng  and
      Wang, Yun  and
      Sivek, Gary  and
      Zhai, Shumin",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.93/",
    doi = "10.18653/v1/2024.emnlp-industry.93",
    pages = "1245--1254"
}
@inproceedings{agarwal-etal-2024-prompt,
    title = "Prompt Leakage effect and mitigation strategies for multi-turn {LLM} Applications",
    author = "Agarwal, Divyansh  and
      Fabbri, Alexander  and
      Risher, Ben  and
      Laban, Philippe  and
      Joty, Shafiq  and
      Wu, Chien-Sheng",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.94/",
    doi = "10.18653/v1/2024.emnlp-industry.94",
    pages = "1255--1275"
}
@inproceedings{liu-etal-2024-sequential,
    title = "Sequential {LLM} Framework for Fashion Recommendation",
    author = "Liu, Han  and
      Tang, Xianfeng  and
      Chen, Tianlang  and
      Liu, Jiapeng  and
      Indu, Indu  and
      Zou, Henry Peng  and
      Dai, Peng  and
      Galan, Roberto Fernandez  and
      Porter, Michael D  and
      Jia, Dongmei  and
      Zhang, Ning  and
      Xiong, Lian",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.95/",
    doi = "10.18653/v1/2024.emnlp-industry.95",
    pages = "1276--1285"
}
@inproceedings{sultan-etal-2024-visual,
    title = "Visual Editing with {LLM}-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications",
    author = "Sultan, Oren  and
      Khasin, Alexander  and
      Shiran, Guy  and
      Greenstein-Messica, Asnat  and
      Shahaf, Dafna",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.96/",
    doi = "10.18653/v1/2024.emnlp-industry.96",
    pages = "1286--1304"
}
@inproceedings{sankararaman-etal-2024-provenance,
    title = "Provenance: A Light-weight Fact-checker for Retrieval Augmented {LLM} Generation Output",
    author = "Sankararaman, Hithesh  and
      Yasin, Mohammed Nasheed  and
      Sorensen, Tanner  and
      Bari, Alessandro Di  and
      Stolcke, Andreas",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.97/",
    doi = "10.18653/v1/2024.emnlp-industry.97",
    pages = "1305--1313"
}
@inproceedings{moon-etal-2024-anymal,
    title = "{A}ny{MAL}: An Efficient and Scalable Any-Modality Augmented Language Model",
    author = "Moon, Seungwhan  and
      Madotto, Andrea  and
      Lin, Zhaojiang  and
      Nagarajan, Tushar  and
      Smith, Matt  and
      Jain, Shashank  and
      Yeh, Chun-Fu  and
      Murugesan, Prakash  and
      Heidari, Peyman  and
      Liu, Yue  and
      Srinet, Kavya  and
      Damavandi, Babak  and
      Kumar, Anuj",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.98/",
    doi = "10.18653/v1/2024.emnlp-industry.98",
    pages = "1314--1332"
}
@inproceedings{kwon-etal-2024-slm,
    title = "{SLM} as Guardian: Pioneering {AI} Safety with Small Language Model",
    author = "Kwon, Ohjoon  and
      Jeon, Donghyeon  and
      Choi, Nayoung  and
      Cho, Gyu-Hwung  and
      Jo, Hwiyeol  and
      Kim, Changbong  and
      Lee, Hyunwoo  and
      Kang, Inho  and
      Kim, Sun  and
      Park, Taiwoo",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.99/",
    doi = "10.18653/v1/2024.emnlp-industry.99",
    pages = "1333--1350"
}
@inproceedings{kim-etal-2024-hyper,
    title = "Hyper-{QKSG}: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists",
    author = "Kim, Dooyoung  and
      Jang, Yoonjin  and
      Shin, Dongwook  and
      Park, Chanhoon  and
      Ko, Youngjoong",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.100/",
    doi = "10.18653/v1/2024.emnlp-industry.100",
    pages = "1351--1360"
}
@inproceedings{wang-etal-2024-patentformer,
    title = "Patentformer: A Novel Method to Automate the Generation of Patent Applications",
    author = "Wang, Juanyan  and
      Mudhiganti, Sai Krishna Reddy  and
      Sharma, Manali",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.101/",
    doi = "10.18653/v1/2024.emnlp-industry.101",
    pages = "1361--1380"
}
@inproceedings{shrimal-etal-2024-marco,
    title = "{MARCO}: Multi-Agent Real-time Chat Orchestration",
    author = "Shrimal, Anubhav  and
      Kanagaraj, Stanley  and
      Biswas, Kriti  and
      Raghuraman, Swarnalatha  and
      Nediyanchath, Anish  and
      Zhang, Yi  and
      Yenigalla, Promod",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.102/",
    doi = "10.18653/v1/2024.emnlp-industry.102",
    pages = "1381--1392"
}
@inproceedings{zhang-etal-2024-mgte,
    title = "{mGTE}: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval",
    author = "Zhang, Xin  and
      Zhang, Yanzhao  and
      Long, Dingkun  and
      Xie, Wen  and
      Dai, Ziqi  and
      Tang, Jialong  and
      Lin, Huan  and
      Yang, Baosong  and
      Xie, Pengjun  and
      Huang, Fei  and
      Zhang, Meishan  and
      Li, Wenjie  and
      Zhang, Min",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.103/",
    doi = "10.18653/v1/2024.emnlp-industry.103",
    pages = "1393--1412"
}
@inproceedings{tang-etal-2024-itinera,
    title = "{I}ti{N}era: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning",
    author = "Tang, Yihong  and
      Wang, Zhaokai  and
      Qu, Ao  and
      Yan, Yihao  and
      Wu, Zhaofeng  and
      Zhuang, Dingyi  and
      Kai, Jushi  and
      Hou, Kebing  and
      Guo, Xiaotong  and
      Zhao, Jinhua  and
      Zhao, Zhan  and
      Ma, Wei",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.104/",
    doi = "10.18653/v1/2024.emnlp-industry.104",
    pages = "1413--1432"
}
@inproceedings{xu-etal-2024-restful,
    title = "{REST}ful-Llama: Connecting User Queries to {REST}ful {API}s",
    author = "Xu, Han  and
      Zhao, Ruining  and
      Wang, Jindong  and
      Chen, Haipeng",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.105/",
    doi = "10.18653/v1/2024.emnlp-industry.105",
    pages = "1433--1443"
}
@inproceedings{hatty-etal-2024-cost,
    title = "A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites",
    author = {H{\"a}tty, Anna  and
      Milchevski, Dragan  and
      D{\"o}ring, Kersten  and
      Putnikovic, Marko  and
      Mesgar, Mohsen  and
      Novovi{\'c}, Filip  and
      Braun, Maximilian  and
      Borimann, Karina Leoni  and
      Stranjanac, Igor},
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.106/",
    doi = "10.18653/v1/2024.emnlp-industry.106",
    pages = "1444--1456"
}
@inproceedings{zhou-etal-2024-characterglm,
    title = "{C}haracter{GLM}: Customizing Social Characters with Large Language Models",
    author = "Zhou, Jinfeng  and
      Chen, Zhuang  and
      Wan, Dazhen  and
      Wen, Bosi  and
      Song, Yi  and
      Yu, Jifan  and
      Huang, Yongkang  and
      Ke, Pei  and
      Bi, Guanqun  and
      Peng, Libiao  and
      Yang, JiaMing  and
      Xiao, Xiyao  and
      Sabour, Sahand  and
      Zhang, Xiaohan  and
      Hou, Wenjing  and
      Zhang, Yijia  and
      Dong, Yuxiao  and
      Wang, Hongning  and
      Tang, Jie  and
      Huang, Minlie",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.107/",
    doi = "10.18653/v1/2024.emnlp-industry.107",
    pages = "1457--1476"
}
@inproceedings{choi-etal-2024-rac,
    title = "{RAC}: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings",
    author = "Choi, Bonggeun  and
      Park, JeongJae  and
      Kim, Yoonsung  and
      Park, Jaehyun  and
      Ko, Youngjoong",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.108/",
    doi = "10.18653/v1/2024.emnlp-industry.108",
    pages = "1477--1488"
}
@inproceedings{mohankumar-etal-2024-improving,
    title = "Improving Retrieval in Sponsored Search by Leveraging Query Context Signals",
    author = "Mohankumar, Akash Kumar  and
      K, Gururaj  and
      Madan, Gagan  and
      Singh, Amit",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.109/",
    doi = "10.18653/v1/2024.emnlp-industry.109",
    pages = "1489--1498"
}
@inproceedings{sun-etal-2024-fuxitranyu,
    title = "{F}uxi{T}ranyu: A Multilingual Large Language Model Trained with Balanced Data",
    author = "Sun, Haoran  and
      Jin, Renren  and
      Xu, Shaoyang  and
      Pan, Leiyu  and
      Supryadi  and
      Cui, Menglong  and
      Du, Jiangcun  and
      Lei, Yikun  and
      Yang, Lei  and
      Shi, Ling  and
      Xiao, Juesi  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.110/",
    doi = "10.18653/v1/2024.emnlp-industry.110",
    pages = "1499--1522"
}
@inproceedings{manatkar-etal-2024-quis,
    title = "{QUIS}: Question-guided Insights Generation for Automated Exploratory Data Analysis",
    author = "Manatkar, Abhijit  and
      Akella, Ashlesha  and
      Gupta, Parthivi  and
      Narayanam, Krishnasuri",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.111/",
    doi = "10.18653/v1/2024.emnlp-industry.111",
    pages = "1523--1535"
}
@inproceedings{malik-etal-2024-pearl,
    title = "{PEARL}: Preference Extraction with Exemplar Augmentation and Retrieval with {LLM} Agents",
    author = "Malik, Vijit  and
      Jagatap, Akshay  and
      Puranik, Vinayak S  and
      Majumder, Anirban",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.112/",
    doi = "10.18653/v1/2024.emnlp-industry.112",
    pages = "1536--1547"
}
@inproceedings{song-etal-2024-rag,
    title = "{RAG}-{HAT}: A Hallucination-Aware Tuning Pipeline for {LLM} in Retrieval-Augmented Generation",
    author = "Song, Juntong  and
      Wang, Xingguang  and
      Zhu, Juno  and
      Wu, Yuanhao  and
      Cheng, Xuxin  and
      Zhong, Randy  and
      Niu, Cheng",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.113/",
    doi = "10.18653/v1/2024.emnlp-industry.113",
    pages = "1548--1558"
}
@inproceedings{arora-etal-2024-intent,
    title = "Intent Detection in the Age of {LLM}s",
    author = "Arora, Gaurav  and
      Jain, Shreya  and
      Merugu, Srujana",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.114/",
    doi = "10.18653/v1/2024.emnlp-industry.114",
    pages = "1559--1570"
}
@inproceedings{shi-etal-2024-aegis,
    title = "Aegis:An Advanced {LLM}-Based Multi-Agent for Intelligent Functional Safety Engineering",
    author = "Shi, Lu  and
      Qi, Bin  and
      Luo, Jiarui  and
      Zhang, Yang  and
      Liang, Zhanzhao  and
      Gao, Zhaowei  and
      Deng, Wenke  and
      Sun, Lin",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.115/",
    doi = "10.18653/v1/2024.emnlp-industry.115",
    pages = "1571--1583"
}
@inproceedings{krayko-etal-2024-efficient,
    title = "Efficient Answer Retrieval System ({EARS}): Combining Local {DB} Search and Web Search for Generative {QA}",
    author = "Krayko, Nikita  and
      Sidorov, Ivan  and
      Laputin, Fedor  and
      Galimzianova, Daria  and
      Konovalov, Vasily",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.116/",
    doi = "10.18653/v1/2024.emnlp-industry.116",
    pages = "1584--1594"
}
@inproceedings{kesarwani-etal-2024-graphql,
    title = "{G}raph{QL} Query Generation: A Large Training and Benchmarking Dataset",
    author = "Kesarwani, Manish  and
      Ghosh, Sambit  and
      Gupta, Nitin  and
      Chakraborty, Shramona  and
      Sindhgatta, Renuka  and
      Mehta, Sameep  and
      Eberhardt, Carlos  and
      Debrunner, Dan",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.117/",
    doi = "10.18653/v1/2024.emnlp-industry.117",
    pages = "1595--1607"
}
@inproceedings{sun-etal-2024-mixture,
    title = "Mixture of Diverse Size Experts",
    author = "Sun, Manxi  and
      Liu, Wei  and
      Luan, Jian  and
      Gao, Pengzhi  and
      Wang, Bin",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.118/",
    doi = "10.18653/v1/2024.emnlp-industry.118",
    pages = "1608--1621"
}
@inproceedings{xu-etal-2024-course,
    title = "Course-Correction: Safety Alignment Using Synthetic Preferences",
    author = "Xu, Rongwu  and
      Cai, Yishuo  and
      Zhou, Zhenhong  and
      Gu, Renjie  and
      Weng, Haiqin  and
      Yan, Liu  and
      Zhang, Tianwei  and
      Xu, Wei  and
      Qiu, Han",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.119/",
    doi = "10.18653/v1/2024.emnlp-industry.119",
    pages = "1622--1649"
}
@inproceedings{zhou-etal-2024-govern,
    title = "{GOVERN}: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation",
    author = "Zhou, Wenjie  and
      Ding, Zhenxin  and
      Zhang, Xiaodong  and
      Shi, Haibo  and
      Wang, Junfeng  and
      Yin, Dawei",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.120/",
    doi = "10.18653/v1/2024.emnlp-industry.120",
    pages = "1650--1658"
}
@inproceedings{akula-etal-2024-prism,
    title = "{PRISM}: A New Lens for Improved Color Understanding",
    author = "Akula, Arjun Reddy  and
      Pruthi, Garima  and
      Dhillon, Inderjit S  and
      Narayana, Pradyumna  and
      Basu, Sugato  and
      Jampani, Varun",
    editor = "Dernoncourt, Franck  and
      Preo{\c{t}}iuc-Pietro, Daniel  and
      Shimorina, Anastasia",
    booktitle = "Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2024",
    address = "Miami, Florida, US",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2024.emnlp-industry.121/",
    doi = "10.18653/v1/2024.emnlp-industry.121",
    pages = "1659--1670"
}