@proceedings{bionlp-ws-2025-1,
    title = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.0/",
    doi = "10.18653/v1/2025.bionlp-1.0",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{ozaki-etal-2025-understanding,
    title = "Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain",
    author = "Ozaki, Shintaro  and
      Kato, Yuta  and
      Feng, Siyuan  and
      Tomita, Masayo  and
      Hayashi, Kazuki  and
      Hashimoto, Wataru  and
      Obara, Ryoma  and
      Oyamada, Masafumi  and
      Hayashi, Katsuhiko  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.1/",
    doi = "10.18653/v1/2025.bionlp-1.1",
    pages = "1--17",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{yano-miwa-2025-effect,
    title = "Effect of Multilingual and Domain-adapted Continual Pre-training on Few-shot Promptability",
    author = "Yano, Ken  and
      Miwa, Makoto",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.2/",
    doi = "10.18653/v1/2025.bionlp-1.2",
    pages = "18--26",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{luo-arase-2025-medsummrag,
    title = "{M}ed{S}umm{RAG}: Domain-Specific Retrieval for Medical Summarization",
    author = "Luo, Guanting  and
      Arase, Yuki",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.3/",
    doi = "10.18653/v1/2025.bionlp-1.3",
    pages = "27--33",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{soufleri-ananiadou-2025-enhancing,
    title = "Enhancing Stress Detection on Social Media Through Multi-Modal Fusion of Text and Synthesized Visuals",
    author = "Soufleri, Efstathia  and
      Ananiadou, Sophia",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.4/",
    doi = "10.18653/v1/2025.bionlp-1.4",
    pages = "34--43",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{holgate-etal-2025-fine,
    title = "Fine-tuning {LLM}s to Extract Epilepsy Seizure Frequency Data from Health Records",
    author = "Holgate, Ben  and
      Davies, Joe  and
      Fang, Shichao  and
      Winston, Joel  and
      Teo, James  and
      Richardson, Mark",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.5/",
    doi = "10.18653/v1/2025.bionlp-1.5",
    pages = "44--55",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{kumar-basu-2025-adabiobert,
    title = "{A}da{B}io{BERT}: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition",
    author = "Kumar, Sumit  and
      Basu, Tanmay",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.6/",
    doi = "10.18653/v1/2025.bionlp-1.6",
    pages = "56--62",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{bahrololloomi-etal-2025-transformer,
    title = "Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues",
    author = "Bahrololloomi, Farnod  and
      Luderschmidt, Johannes  and
      Fu, Biying",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.7/",
    doi = "10.18653/v1/2025.bionlp-1.7",
    pages = "63--73",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{doneva-etal-2025-preclinie,
    title = "{P}re{C}lin{IE}: An Annotated Corpus for Information Extraction in Preclinical Studies",
    author = {Doneva, Simona  and
      Hubarava, Hanna  and
      H{\"a}rvelid, Pia  and
      Z{\"u}rrer, Wolfgang  and
      Bugajska, Julia  and
      Hild, Bernard  and
      Br{\"u}schweiler, David  and
      Schneider, Gerold  and
      Ellendorff, Tilia  and
      Ineichen, Benjamin},
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.8/",
    doi = "10.18653/v1/2025.bionlp-1.8",
    pages = "74--87",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{gade-etal-2025-benchmarking,
    title = "Benchmarking zero-shot biomedical relation triplet extraction across language model architectures",
    author = "Gade, Frederik  and
      Lund, Ole  and
      Mendoza, Marie Lisandra",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.9/",
    doi = "10.18653/v1/2025.bionlp-1.9",
    pages = "88--100",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{nahian-kavuluru-2025-radqa,
    title = "{R}ad{QA}-{DPO}: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization",
    author = "Nahian, Md Sultan Al  and
      Kavuluru, Ramakanth",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.10/",
    doi = "10.18653/v1/2025.bionlp-1.10",
    pages = "101--113",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{schaefer-roberts-2025-gender,
    title = "Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in {P}ub{M}ed Abstracts",
    author = "Schaefer, Elizabeth  and
      Roberts, Kirk",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.11/",
    doi = "10.18653/v1/2025.bionlp-1.11",
    pages = "114--123",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{maiga-etal-2025-error,
    title = "Error Detection in Medical Note through Multi Agent Debate",
    author = "Maiga, Abdine  and
      Shah, Anoop  and
      Yilmaz, Emine",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.12/",
    doi = "10.18653/v1/2025.bionlp-1.12",
    pages = "124--135",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{sanz-cruzado-lever-2025-accelerating,
    title = "Accelerating Cross-Encoders in Biomedical Entity Linking",
    author = "Sanz-Cruzado, Javier  and
      Lever, Jake",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.13/",
    doi = "10.18653/v1/2025.bionlp-1.13",
    pages = "136--147",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{liang-sonntag-2025-advancing,
    title = "Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies",
    author = "Liang, Siting  and
      Sonntag, Daniel",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.14/",
    doi = "10.18653/v1/2025.bionlp-1.14",
    pages = "148--166",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{niculae-etal-2025-retrieval,
    title = "A Retrieval-Based Approach to Medical Procedure Matching in {R}omanian",
    author = "Niculae, Andrei  and
      Cosma, Adrian  and
      Radoi, Emilian",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.15/",
    doi = "10.18653/v1/2025.bionlp-1.15",
    pages = "167--175",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{zhang-etal-2025-improving-barretts,
    title = "Improving Barrett{'}s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach",
    author = "Zhang, Xinyue  and
      Zecevic, Agathe  and
      Zeki, Sebastian  and
      Roberts, Angus",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.16/",
    doi = "10.18653/v1/2025.bionlp-1.16",
    pages = "176--189",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{lilli-etal-2025-prompting,
    title = "Prompting Large Language Models for {I}talian Clinical Reports: A Benchmark Study",
    author = "Lilli, Livia  and
      Masciocchi, Carlotta  and
      Marchetti, Antonio  and
      Arcuri, Giovanni  and
      Patarnello, Stefano",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.17/",
    doi = "10.18653/v1/2025.bionlp-1.17",
    pages = "190--200",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{greschner-etal-2025-qolas,
    title = "{Q}o{LAS}: A {R}eddit Corpus of Health-Related Quality of Life Aspects of Mental Disorders",
    author = {Greschner, Lynn  and
      W{\"u}hrl, Amelie  and
      Klinger, Roman},
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.18/",
    doi = "10.18653/v1/2025.bionlp-1.18",
    pages = "201--216",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{diekmann-etal-2025-llms,
    title = "{LLM}s as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing {QA}",
    author = "Diekmann, Yella  and
      Fensore, Chase  and
      Carrillo-Larco, Rodrigo  and
      Castejon Rosales, Eduard  and
      Shiromani, Sakshi  and
      Pai, Rima  and
      Shah, Megha  and
      Ho, Joyce",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.19/",
    doi = "10.18653/v1/2025.bionlp-1.19",
    pages = "217--224",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{ruano-etal-2025-effective,
    title = "Effective Multi-Task Learning for Biomedical Named Entity Recognition",
    author = "Ruano, Jo{\~a}o  and
      Correia, Gon{\c{c}}alo  and
      Barreiros, Leonor  and
      Mendes, Afonso",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.20/",
    doi = "10.18653/v1/2025.bionlp-1.20",
    pages = "225--239",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{yoo-etal-2025-large,
    title = "Can Large Language Models Classify and Generate Antimicrobial Resistance Genes?",
    author = "Yoo, Hyunwoo  and
      Shin, Haebin  and
      Rosen, Gail",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.21/",
    doi = "10.18653/v1/2025.bionlp-1.21",
    pages = "240--248",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{zhang-etal-2025-casereportcollective,
    title = "{C}ase{R}eport{C}ollective: A Large-Scale {LLM}-Extracted Dataset for Structured Medical Case Reports",
    author = "Zhang, Xiao Yu Cindy  and
      Fong, Melissa  and
      Wasserman, Wyeth  and
      Zhu, Jian",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.22/",
    doi = "10.18653/v1/2025.bionlp-1.22",
    pages = "249--262",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{yoo-etal-2025-enhancing,
    title = "Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations",
    author = "Yoo, Hyunwoo  and
      Sokhansanj, Bahrad  and
      Brown, James",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.23/",
    doi = "10.18653/v1/2025.bionlp-1.23",
    pages = "263--273",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{kim-yoon-2025-questioning,
    title = "Questioning Our Questions: How Well Do Medical {QA} Benchmarks Evaluate Clinical Capabilities of Language Models?",
    author = "Kim, Siun  and
      Yoon, Hyung-Jin",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.24/",
    doi = "10.18653/v1/2025.bionlp-1.24",
    pages = "274--296",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{liang-etal-2025-beyond,
    title = "Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations",
    author = "Liang, Yuan  and
      Poesio, Massimo  and
      Rezvani, Roonak",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.25/",
    doi = "10.18653/v1/2025.bionlp-1.25",
    pages = "297--306",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{ferrazzi-etal-2025-converting,
    title = "Converting Annotated Clinical Cases into Structured Case Report Forms",
    author = "Ferrazzi, Pietro  and
      Lavelli, Alberto  and
      Magnini, Bernardo",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.26/",
    doi = "10.18653/v1/2025.bionlp-1.26",
    pages = "307--318",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{gul-etal-2025-mucos,
    title = "{M}u{C}o{S}: Efficient Drug{--}Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs",
    author = "Gul, Haji  and
      Naim, Abdul Ghani  and
      Bhat, Ajaz Ahmad",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.27/",
    doi = "10.18653/v1/2025.bionlp-1.27",
    pages = "319--327",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{dao-etal-2025-overcoming,
    title = "Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models",
    author = "Dao, An  and
      Teranishi, Hiroki  and
      Matsumoto, Yuji  and
      Boudin, Florian  and
      Aizawa, Akiko",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.28/",
    doi = "10.18653/v1/2025.bionlp-1.28",
    pages = "328--340",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{farrell-etal-2025-peteval,
    title = "{P}et{EVAL}: A veterinary free text electronic health records benchmark",
    author = "Farrell, Sean  and
      Radford, Alan  and
      Al Moubayed, Noura  and
      Noble, Peter-John",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.29/",
    doi = "10.18653/v1/2025.bionlp-1.29",
    pages = "341--353",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{song-etal-2025-virtual,
    title = "Virtual {CRISPR}: Can {LLM}s Predict {CRISPR} Screen Results?",
    author = "Song, Steven  and
      Abdrabou, Abdalla  and
      Dabholkar, Asmita  and
      Day, Kastan  and
      Dharmoju, Pavan  and
      Perera, Jason  and
      Kindratenko, Volodymyr  and
      Khan, Aly A.",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.30/",
    doi = "10.18653/v1/2025.bionlp-1.30",
    pages = "354--364",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{xiao-etal-2025-overview,
    title = "Overview of the {B}io{L}ay{S}umm 2025 Shared Task on Lay Summarization of Biomedical Research Articles and Radiology Reports",
    author = "Xiao, Chenghao  and
      Zhao, Kun  and
      Wang, Xiao  and
      Wu, Siwei  and
      Yan, Sixing  and
      Goldsack, Tomas  and
      Ananiadou, Sophia  and
      Al Moubayed, Noura  and
      Zhan, Liang  and
      Cheung, William K.  and
      Lin, Chenghua",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.31/",
    doi = "10.18653/v1/2025.bionlp-1.31",
    pages = "365--377",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{colelough-etal-2025-overview,
    title = "Overview of the {C}lin{IQL}ink 2025 Shared Task on Medical Question-Answering",
    author = "Colelough, Brandon  and
      Bartels, Davis  and
      Demner-Fushman, Dina",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.32/",
    doi = "10.18653/v1/2025.bionlp-1.32",
    pages = "378--387",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{neves-etal-2025-smafira,
    title = "{SMAFIRA} Shared Task at the {B}io{NLP}{'}2025 Workshop: Assessing the Similarity of the Research Goal",
    author = {Neves, Mariana  and
      Sovadinova, Iva  and
      Fieberg, Susanne  and
      Heinl, Celine  and
      Rubel, Diana  and
      Sch{\"o}nfelder, Gilbert  and
      Bert, Bettina},
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.33/",
    doi = "10.18653/v1/2025.bionlp-1.33",
    pages = "388--395",
    ISBN = "979-8-89176-275-6"
}
@inproceedings{soni-etal-2025-overview,
    title = "Overview of the {A}rch{EHR}-{QA} 2025 Shared Task on Grounded Question Answering from Electronic Health Records",
    author = "Soni, Sarvesh  and
      Gayen, Soumya  and
      Demner-Fushman, Dina",
    editor = "Demner-Fushman, Dina  and
      Ananiadou, Sophia  and
      Miwa, Makoto  and
      Tsujii, Junichi",
    booktitle = "Proceedings of the 24th Workshop on Biomedical Language Processing",
    month = aug,
    year = "2025",
    address = "Viena, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.bionlp-1.34/",
    doi = "10.18653/v1/2025.bionlp-1.34",
    pages = "396--405",
    ISBN = "979-8-89176-275-6"
}