@proceedings{xllm-ws-2025-1,
    title = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.0/",
    doi = "10.18653/v1/2025.xllm-1.0",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{efeoglu-paschke-2025-fine,
    title = "Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework",
    author = "Efeoglu, Sefika  and
      Paschke, Adrian",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.1/",
    doi = "10.18653/v1/2025.xllm-1.1",
    pages = "1--7",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{nunes-etal-2025-benchmarking,
    title = "Benchmarking Table Extraction: Multimodal {LLM}s vs Traditional {OCR}",
    author = "Nunes, Guilherme  and
      Rolla, Vitor  and
      Pereira, Duarte  and
      Alves, Vasco  and
      Carreiro, Andre  and
      Baptista, M{\'a}rcia",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.2/",
    doi = "10.18653/v1/2025.xllm-1.2",
    pages = "8--15",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{li-etal-2025-injecting,
    title = "Injecting Structured Knowledge into {LLM}s via Graph Neural Networks",
    author = "Li, Zichao  and
      Ke, Zong  and
      Zhao, Puning",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.3/",
    doi = "10.18653/v1/2025.xllm-1.3",
    pages = "16--25",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{papay-etal-2025-regular,
    title = "Regular-pattern-sensitive {CRF}s for Distant Label Interactions",
    author = "Papay, Sean  and
      Klinger, Roman  and
      Pad{\'o}, Sebastian",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.4/",
    doi = "10.18653/v1/2025.xllm-1.4",
    pages = "26--35",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{swarup-etal-2025-syntax,
    title = "From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on {LLM}-Based Information Extraction",
    author = "Swarup, Anushka  and
      Bhandarkar, Avanti  and
      Wilson, Ronald  and
      Pan, Tianyu  and
      Woodard, Damon",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.5/",
    doi = "10.18653/v1/2025.xllm-1.5",
    pages = "36--48",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{willemsen-skantze-2025-detecting,
    title = "Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models",
    author = "Willemsen, Bram  and
      Skantze, Gabriel",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.6/",
    doi = "10.18653/v1/2025.xllm-1.6",
    pages = "49--60",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{li-etal-2025-exploring-multilingual,
    title = "Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis",
    author = "Li, Daoyang  and
      Zhao, Haiyan  and
      Zeng, Qingcheng  and
      Du, Mengnan",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.7/",
    doi = "10.18653/v1/2025.xllm-1.7",
    pages = "61--70",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{kang-2025-self,
    title = "Self-Contrastive Loop of Thought Method for Text-to-{SQL} Based on Large Language Model",
    author = "Kang, Fengrui  and
      Tan, Mingxi  and
      Huang, Xianying  and
      Yang, Shiju",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.8/",
    doi = "10.18653/v1/2025.xllm-1.8",
    pages = "71--85",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{isaeva-etal-2025-combining,
    title = "Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications",
    author = "Isaeva, Ulyana  and
      Astafurov, Danil  and
      Martynov, Nikita",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.9/",
    doi = "10.18653/v1/2025.xllm-1.9",
    pages = "86--90",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{bartkowiak-gralinski-2025-seamlessly,
    title = "Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation",
    author = "Bartkowiak, Patryk  and
      Grali{\'n}ski, Filip",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.10/",
    doi = "10.18653/v1/2025.xllm-1.10",
    pages = "91--98",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{barta-etal-2025-enhancing,
    title = "Enhancing {AMR} Parsing with Group Relative Policy Optimization",
    author = "Barta, Botond  and
      Hamerlik, Endre  and
      Nyist, Mil{\'a}n  and
      Ito, Masato  and
      Acs, Judit",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.11/",
    doi = "10.18653/v1/2025.xllm-1.11",
    pages = "99--105",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{ozaki-etal-2025-structure,
    title = "Structure Modeling Approach for {UD} Parsing of Historical {M}odern {J}apanese",
    author = "Ozaki, Hiroaki  and
      Omura, Mai  and
      Komiya, Kanako  and
      Asahara, Masayuki  and
      Ogiso, Toshinobu",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.12/",
    doi = "10.18653/v1/2025.xllm-1.12",
    pages = "106--114",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{pfister-etal-2025-bartabsa,
    title = "{BARTABSA}++: Revisiting {BARTABSA} with Decoder {LLM}s",
    author = {Pfister, Jan  and
      V{\"o}lker, Tom  and
      Vlasjuk, Anton  and
      Hotho, Andreas},
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.13/",
    doi = "10.18653/v1/2025.xllm-1.13",
    pages = "115--128",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{lee-etal-2025-typed,
    title = "Typed-{RAG}: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation",
    author = "Lee, DongGeon  and
      Park, Ahjeong  and
      Lee, Hyeri  and
      Nam, Hyeonseo  and
      Maeng, Yunho",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.14/",
    doi = "10.18653/v1/2025.xllm-1.14",
    pages = "129--152",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{hellwig-etal-2025-still,
    title = "Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction",
    author = "Hellwig, Nils Constantin  and
      Fehle, Jakob  and
      Kruschwitz, Udo  and
      Wolff, Christian",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.15/",
    doi = "10.18653/v1/2025.xllm-1.15",
    pages = "153--172",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{raut-etal-2025-llms,
    title = "Can {LLM}s Interpret and Leverage Structured Linguistic Representations? A Case Study with {AMR}s",
    author = "Raut, Ankush  and
      Zhu, Xiaofeng  and
      Pacheco, Maria Leonor",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.16/",
    doi = "10.18653/v1/2025.xllm-1.16",
    pages = "173--185",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{ginn-palmer-2025-llm,
    title = "{LLM} Dependency Parsing with In-Context Rules",
    author = "Ginn, Michael  and
      Palmer, Alexis",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.17/",
    doi = "10.18653/v1/2025.xllm-1.17",
    pages = "186--196",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{han-etal-2025-cognitive,
    title = "Cognitive Mirroring for {D}oc{RE}: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback",
    author = "Han, Xu  and
      Wang, Bo  and
      Sun, Yueheng  and
      Zhao, Dongming  and
      Qu, Zongfeng  and
      He, Ruifang  and
      Hou, Yuexian  and
      Hu, Qinghua",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.18/",
    doi = "10.18653/v1/2025.xllm-1.18",
    pages = "197--217",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{walden-etal-2025-cross,
    title = "Cross-Document Event-Keyed Summarization",
    author = "Walden, William  and
      Kuchmiichuk, Pavlo  and
      Martin, Alexander  and
      Jin, Chihsheng  and
      Cao, Angela  and
      Sun, Claire  and
      Allen, Curisia  and
      White, Aaron Steven",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.19/",
    doi = "10.18653/v1/2025.xllm-1.19",
    pages = "218--241",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{budnikov-yamshchikov-2025-transfer,
    title = "Transfer of Structural Knowledge from Synthetic Languages",
    author = "Budnikov, Mikhail  and
      Yamshchikov, Ivan",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.20/",
    doi = "10.18653/v1/2025.xllm-1.20",
    pages = "242--251",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{zhang-etal-2025-language,
    title = "Language Models are Universal Embedders",
    author = "Zhang, Xin  and
      Li, Zehan  and
      Zhang, Yanzhao  and
      Long, Dingkun  and
      Xie, Pengjun  and
      Zhang, Meishan  and
      Zhang, Min",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.21/",
    doi = "10.18653/v1/2025.xllm-1.21",
    pages = "252--265",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{duan-etal-2025-diadp,
    title = "{D}ia{DP}@{XLLM}25: Advancing {C}hinese Dialogue Parsing via Unified Pretrained Language Models and Biaffine Dependency Scoring",
    author = "Duan, Shuoqiu  and
      Chen, Xiaoliang  and
      Miao, Duoqian  and
      Gu, Xu  and
      Li, Xianyong  and
      Du, Yajun",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.22/",
    doi = "10.18653/v1/2025.xllm-1.22",
    pages = "266--273",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{yuan-etal-2025-llmsr,
    title = "{LLMSR}@{XLLM}25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation",
    author = "Yuan, Jiahao  and
      Sun, Xingzhe  and
      Yu, Xing  and
      Wang, Jingwen  and
      Du, Dehui  and
      Cui, Zhiqing  and
      Di, Zixiang",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.23/",
    doi = "10.18653/v1/2025.xllm-1.23",
    pages = "274--282",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{chaudhuri-etal-2025-speechee,
    title = "{S}peech{EE}@{XLLM}25: End-to-End Structured Event Extraction from Speech",
    author = "Chaudhuri, Soham  and
      Biswas, Diganta  and
      Saha, Dipanjan  and
      Das, Dipankar  and
      Bandyopadhyay, Sivaji",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.24/",
    doi = "10.18653/v1/2025.xllm-1.24",
    pages = "283--287",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{le-etal-2025-docie,
    title = "{D}oc{IE}@{XLLM}25: {Z}ero{S}emble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles",
    author = "Pham Hoang Le, Nguyen  and
      Dinh Thien, An  and
      T. Luu, Son  and
      Van Nguyen, Kiet",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.25/",
    doi = "10.18653/v1/2025.xllm-1.25",
    pages = "288--297",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{popovic-etal-2025-docie,
    title = "{D}oc{IE}@{XLLM}25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations",
    author = {Popovic, Nicholas  and
      Kangen, Ashish  and
      Schopf, Tim  and
      F{\"a}rber, Michael},
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.26/",
    doi = "10.18653/v1/2025.xllm-1.26",
    pages = "298--309",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{tai-van-2025-llmsr,
    title = "{LLMSR}@{XLLM}25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference",
    author = "Tai, Le  and
      Van, Thin",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.27/",
    doi = "10.18653/v1/2025.xllm-1.27",
    pages = "310--316",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{qiu-etal-2025-docie,
    title = "{D}oc{IE}@{XLLM}25: {UIEP}rompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt",
    author = "Qiu, Chengfeng  and
      Zhou, Lifeng  and
      Wei, Kaifeng  and
      Li, Yuke",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.28/",
    doi = "10.18653/v1/2025.xllm-1.28",
    pages = "317--321",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{chen-2025-llmsr,
    title = "{LLMSR}@{XLLM}25: {SWRV}: Empowering Self-Verification of Small Language Models through Step-wise Reasoning and Verification",
    author = "Chen, Danchun",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.29/",
    doi = "10.18653/v1/2025.xllm-1.29",
    pages = "322--335",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{li-etal-2025-llmsr,
    title = "{LLMSR}@{XLLM}25: An Empirical Study of {LLM} for Structural Reasoning",
    author = "Li, Xinye  and
      Wan, Mingqi  and
      Sui, Dianbo",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.30/",
    doi = "10.18653/v1/2025.xllm-1.30",
    pages = "336--341",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{xing-etal-2025-llmsr,
    title = "{LLMSR}@{XLLM}25: A Language Model-Based Pipeline for Structured Reasoning Data Construction",
    author = "Xing, Hongrui  and
      Liu, Xinzhang  and
      Jiang, Zhuo  and
      Yang, Zhihao  and
      Yao, Yitong  and
      Wang, Zihan  and
      Deng, Wenmin  and
      Wang, Chao  and
      Song, Shuangyong  and
      Yang, Wang  and
      He, Zhongjiang  and
      Li, Yongxiang",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.31/",
    doi = "10.18653/v1/2025.xllm-1.31",
    pages = "342--350",
    ISBN = "979-8-89176-286-2"
}
@inproceedings{gedeon-2025-speechee,
    title = "{S}peech{EE}@{XLLM}25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction",
    author = "Gedeon, M{\'a}t{\'e}",
    editor = "Fei, Hao  and
      Tu, Kewei  and
      Zhang, Yuhui  and
      Hu, Xiang  and
      Han, Wenjuan  and
      Jia, Zixia  and
      Zheng, Zilong  and
      Cao, Yixin  and
      Zhang, Meishan  and
      Lu, Wei  and
      Siddharth, N.  and
      {\O}vrelid, Lilja  and
      Xue, Nianwen  and
      Zhang, Yue",
    booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.xllm-1.32/",
    doi = "10.18653/v1/2025.xllm-1.32",
    pages = "351--361",
    ISBN = "979-8-89176-286-2"
}