@proceedings{surgellm-2026-1,
    title = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.0/",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{ganesan-etal-2026-unjoin,
    title = "{UNJOIN}: Enhancing Multi-Table Text-to-{SQL} Generation via Schema Simplification",
    author = "Ganesan, Poojah  and
      Jha, Rajat Aayush  and
      Roth, Dan  and
      Gupta, Vivek",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.1/",
    pages = "1--15",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{ashury-tahan-etal-2026-mighty,
    title = "The Mighty {T}o{RR}: A Benchmark for Table Reasoning and Robustness in {LLM}s",
    author = "Ashury-Tahan, Shir  and
      Mai, Yifan  and
      C, Rajmohan  and
      Gera, Ariel  and
      Perlitz, Yotam  and
      Yehudai, Asaf  and
      Bandel, Elron  and
      Choshen, Leshem  and
      Shnarch, Eyal  and
      Liang, Percy  and
      Shmueli-Scheuer, Michal",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.2/",
    pages = "16--51",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{kim-etal-2026-ontology,
    title = "Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model",
    author = "Kim, Daehui  and
      Kang, Deokhyung  and
      Ryu, Sangwon  and
      Lee, Gary",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.3/",
    pages = "52--69",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{materzok-2026-output,
    title = "Output-Space Search: Targeting {LLM} Generations in a Frozen Encoder-Defined Output Space",
    author = "Materzok, Tobias",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.4/",
    pages = "70--92",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{zeng-etal-2026-treediff,
    title = "{T}ree{D}iff: {AST}-Guided Code Generation with Diffusion {LLM}s",
    author = "Zeng, Yiming  and
      Cao, Jinghan  and
      Li, Zexin  and
      Chen, Yiming  and
      Ren, Tao  and
      Li, Zhuochun  and
      Xiang, Dawei  and
      Wu, Xidong  and
      Gao, Shangqian  and
      Yu, Tingting",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.5/",
    pages = "93--106",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{zhang-etal-2026-chart,
    title = "Chart-{RL}: Generalized Chart Comprehension via Reinforcement Learning with Verifiable Rewards",
    author = "Zhang, Xin  and
      Li, Xingyu  and
      Wang, Rongguang  and
      Miao, Ruizhong  and
      Wang, Zheng  and
      Wang, Yuying  and
      Roth, Dan  and
      Li, Chenyang",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.6/",
    pages = "107--118",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{gajjar-subramaniakuppusamy-2026-rsat,
    title = "{RSAT}: Structured Attribution Makes Small Language Models Faithful Table Reasoners",
    author = "Gajjar, Jugal  and
      Subramaniakuppusamy, Kamalasankari",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.7/",
    pages = "119--131",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{fricke-etal-2026-framework,
    title = "Framework of Thoughts: A Foundation Framework for Dynamic and Optimized Reasoning based on Chains, Trees, and Graphs",
    author = "Fricke, Felix  and
      Malberg, Simon  and
      Groh, Georg",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.8/",
    pages = "132--151",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{unnikrishnan-ma-2026-tabguard,
    title = "{T}ab{G}uard: Agentic {LLM} Orchestration for Adaptive Tabular Anomaly Detection via Dynamic Validator Selection and Generation",
    author = "Unnikrishnan, Srihari  and
      Ma, Minghua",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.9/",
    pages = "152--161",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{pedinotti-santus-2026-structsurvey,
    title = "{S}truct{S}urvey: Structured Agentic Retrieval for Automated Survey Paper Generation",
    author = "Pedinotti, Paolo  and
      Santus, Enrico",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.10/",
    pages = "162--181",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{huang-etal-2026-modeling,
    title = "Modeling {LLM} Agent Reviewer Dynamics in Elo-Ranked Review System",
    author = "Huang, Hsiang-Wei  and
      Lu, Junbin  and
      Chen, Kuang-Ming  and
      Shangguan, Jianxu  and
      Hwang, Jenq-Neng",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.11/",
    pages = "182--189",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{wang-etal-2026-dsmentor,
    title = "{DSM}entor: Curriculum-Guided Inference with Online Memory for Data-Science {LLM} Agents",
    author = "Wang, He  and
      Li, Alexander Hanbo  and
      Hu, Yiqun  and
      Zhang, Sheng  and
      Kobayashi, Hideo  and
      Zhang, Jiani  and
      Zhu, Henghui  and
      Hang, Chung-Wei  and
      Ng, Patrick",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.12/",
    pages = "190--208",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{singh-etal-2026-asking,
    title = "Asking language models how to represent data for fine-tuning",
    author = "Singh, Usneek  and
      Singha, Ananya  and
      Awasthi, Abhijeet  and
      Gulwani, Sumit  and
      Kanade, Aditya  and
      Le, Vu  and
      Singh, Mukul  and
      Verbruggen, Gust",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.13/",
    pages = "209--218",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{lee-etal-2026-tabbridge,
    title = "{T}ab{B}ridge: Bridging Structure and Context for Accurate Table Reasoning",
    author = "Lee, Jeongwoo  and
      Lee, Eunsoo  and
      Kim, Jihie",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.14/",
    pages = "219--240",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{ni-yang-2026-map,
    title = "Map-of-Actions: Deliberate Reasoning over Multi-Labeled Graphs",
    author = "Ni, Wuguang  and
      Yang, Kai",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.15/",
    pages = "241--259",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{sudarshan-etal-2026-routing,
    title = "Routing End User Queries to Enterprise Databases",
    author = "Sudarshan, Saikrishna  and
      Kulkarni, Tanay  and
      Patwardhan, Manasi  and
      Vig, Lovekesh  and
      Srinivasan, Ashwin  and
      Verlekar, Tanmay Tulsidas",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.16/",
    pages = "260--268",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{bukkapatnam-malik-2026-schemascope,
    title = "{S}chema{S}cope: How Join-Hop Depth Breaks Text-to-{SQL} in Large Language Models, and a Decomposition-Based Remedy",
    author = "Bukkapatnam, Kaustubh S.  and
      Malik, Rayan",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.17/",
    pages = "269--274",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{shirai-etal-2026-generalization,
    title = "Generalization in Graph Reasoning: A Systematic Comparison of {LLM} Training Approaches",
    author = "Shirai, Sola  and
      Srinivas, Kavitha  and
      Dolby, Julian  and
      Katz, Michael  and
      Sohrabi, Shirin  and
      Samulowitz, Horst",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.18/",
    pages = "275--297",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{shaikh-2026-llms,
    title = "Can {LLM}s Self-Correct Table Reasoning Errors?",
    author = "Shaikh, Farseen",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.19/",
    pages = "298--312",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{sterbentz-etal-2026-mixed,
    title = "Mixed-Policy {GRPO} for Text-to-{SQL} with Off-Policy Data Generation",
    author = "Sterbentz, Marko  and
      Glass, Michael  and
      Pham, Nhan H  and
      Subramanian, Dharmashankar  and
      Hammond, Kristian J",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.20/",
    pages = "313--325",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{bukkapatnam-mehta-2026-tabfaith,
    title = "{T}ab{F}aith: Benchmarking and Improving Structural Faithfulness in {LLM} Table Summarization",
    author = "Bukkapatnam, Kaustubh S.  and
      Mehta, Sohum",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.21/",
    pages = "326--332",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{hasan-2026-structhallu,
    title = "{S}truct{H}allu-Drift: Benchmarking Structured Hallucinations Under Schema Evolution in {LLM}s",
    author = "Hasan, Mujtaba",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.22/",
    pages = "333--343",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{kordjamshidi-etal-2026-reasoners,
    title = "Reasoners or Translators? Contamination-aware Evaluation and Neuro-Symbolic Robustness on Tax Law",
    author = "Kordjamshidi, Parisa  and
      Aslan, Samer  and
      Seshadri, Madhavan  and
      Barrett, Leslie  and
      Santus, Enrico",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.23/",
    pages = "344--360",
    ISBN = "979-8-89176-406-4"
}
@inproceedings{zuo-khashabi-2026-efficiency,
    title = "More Than Efficiency: Embedding Compression Improves Domain Adaptation in Dense Retrieval",
    author = "Zuo, Chunsheng  and
      Khashabi, Daniel",
    editor = "Gupta, Vivek  and
      Ding, Kaize  and
      Kokel, Harsha  and
      Zhao, Yue  and
      Agarwal, Amit  and
      Wang, Yu  and
      Glass, Michael  and
      Zhang, Yu  and
      Srinivas, Kavitha  and
      Chen, Xiusi  and
      Hassanzadeh, Oktie  and
      Zhu, Qi  and
      Chang, Shuaichen  and
      Luo, Yuan",
    booktitle = "Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the {LLM} Era ({SURG}e{LLM} 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.surgellm-1.24/",
    pages = "361--377",
    ISBN = "979-8-89176-406-4"
}