@proceedings{knowllm-ws-2025-1,
    title = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.0/",
    doi = "10.18653/v1/2025.knowllm-1.0",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{han-etal-2025-temporal,
    title = "Temporal Information Retrieval via Time-Specifier Model Merging",
    author = "Han, SeungYoon  and
      Hwang, Taeho  and
      Cho, Sukmin  and
      Jeong, Soyeong  and
      Song, Hoyun  and
      Lee, Huije  and
      Park, Jong C.",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.1/",
    doi = "10.18653/v1/2025.knowllm-1.1",
    pages = "1--13",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{palomino-etal-2025-edtec,
    title = "{E}d{T}ec-{I}tem{G}en: Enhancing Retrieval-Augmented Item Generation Through Key Point Extraction",
    author = {Palomino, Alonso  and
      Buschh{\"u}ter, David  and
      Roller, Roland  and
      Pinkwart, Niels  and
      Paassen, Benjamin},
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.2/",
    doi = "10.18653/v1/2025.knowllm-1.2",
    pages = "14--25",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{chen-etal-2025-teaching,
    title = "Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals",
    author = "Chen, Lida  and
      Liang, Zujie  and
      Wang, Xintao  and
      Liang, Jiaqing  and
      Xiao, Yanghua  and
      Wei, Feng  and
      Chen, Jinglei  and
      Hao, Zhenghong  and
      Han, Bing  and
      Wang, Wei",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.3/",
    doi = "10.18653/v1/2025.knowllm-1.3",
    pages = "26--39",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{li-2025-knowledge,
    title = "Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented {LM}s",
    author = "Li, Zichao",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.4/",
    doi = "10.18653/v1/2025.knowllm-1.4",
    pages = "40--48",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{polat-etal-2025-stress,
    title = "Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning",
    author = "Polat, Can  and
      Kurban, Hasan  and
      Serpedin, Erchin  and
      Kurban, Mustafa",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.5/",
    doi = "10.18653/v1/2025.knowllm-1.5",
    pages = "49--58",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{tu-etal-2025-mlan,
    title = "{MLAN}: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models",
    author = "Tu, Jianhong  and
      Ni, Zhuohao  and
      Crispino, Nicholas  and
      Yu, Zihao  and
      Bendersky, Michael  and
      Gunel, Beliz  and
      Jia, Ruoxi  and
      Liu, Xin  and
      Lyu, Lingjuan  and
      Song, Dawn  and
      Wang, Chenguang",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.6/",
    doi = "10.18653/v1/2025.knowllm-1.6",
    pages = "59--74",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{braunschweiler-etal-2025-toolreagt,
    title = "{T}ool{R}e{AG}t: Tool Retrieval for {LLM}-based Complex Task Solution via Retrieval Augmented Generation",
    author = "Braunschweiler, Norbert  and
      Doddipatla, Rama  and
      Zorila, Tudor-catalin",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.7/",
    doi = "10.18653/v1/2025.knowllm-1.7",
    pages = "75--83",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{chen-etal-2025-llms-recognize,
    title = "Can {LLM}s Recognize Their Own Analogical Hallucinations? Evaluating Uncertainty Estimation for Analogical Reasoning",
    author = "Chen, Zheng  and
      Feng, Zhaoxin  and
      Ma, Jianfei  and
      Xu, Jiexi  and
      Li, Bo",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.8/",
    doi = "10.18653/v1/2025.knowllm-1.8",
    pages = "84--93",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{chen-etal-2025-meetalk,
    title = "Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections",
    author = "Chen, Zheng  and
      Futian, Jiang  and
      Deng, Yue  and
      He, Changyang  and
      Li, Bo",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.9/",
    doi = "10.18653/v1/2025.knowllm-1.9",
    pages = "94--110",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{abdaljalil-etal-2025-theorem,
    title = "Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models",
    author = "Abdaljalil, Samir  and
      Kurban, Hasan  and
      Qaraqe, Khalid  and
      Serpedin, Erchin",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.10/",
    doi = "10.18653/v1/2025.knowllm-1.10",
    pages = "111--119",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{ma-etal-2025-reasoning,
    title = "Reasoning or Memorization? Investigating {LLM}s' Capability in Restoring {C}hinese {I}nternet Homophones",
    author = "Ma, Jianfei  and
      Feng, Zhaoxin  and
      Song, Huacheng  and
      Chersoni, Emmanuele  and
      Chen, Zheng",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.11/",
    doi = "10.18653/v1/2025.knowllm-1.11",
    pages = "120--139",
    ISBN = "979-8-89176-283-1"
}
@inproceedings{suzuki-etal-2025-superfluous,
    title = "Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates",
    author = "Suzuki, Toma  and
      Sakai, Yusuke  and
      Vasselli, Justin  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Zhang, Yuji  and
      Chen, Canyu  and
      Li, Sha  and
      Geva, Mor  and
      Han, Chi  and
      Wang, Xiaozhi  and
      Feng, Shangbin  and
      Gao, Silin  and
      Augenstein, Isabelle  and
      Bansal, Mohit  and
      Li, Manling  and
      Ji, Heng",
    booktitle = "Proceedings of the 3rd Workshop on Towards Knowledgeable Foundation Models (KnowFM)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.knowllm-1.12/",
    doi = "10.18653/v1/2025.knowllm-1.12",
    pages = "140--152",
    ISBN = "979-8-89176-283-1"
}