@proceedings{bionlp-2023-biomedical,
    title = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.0/"
}
@inproceedings{li-etal-2023-multi-source,
    title = "Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction",
    author = "Li, Yueling  and
      Martschat, Sebastian  and
      Ponzetto, Simone Paolo",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.1/",
    doi = "10.18653/v1/2023.bionlp-1.1",
    pages = "1--25"
}
@inproceedings{cao-etal-2023-gaussian,
    title = "{G}aussian Distributed Prototypical Network for Few-shot Genomic Variant Detection",
    author = "Cao, Jiarun  and
      Peek, Niels  and
      Renehan, Andrew  and
      Ananiadou, Sophia",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.2/",
    doi = "10.18653/v1/2023.bionlp-1.2",
    pages = "26--36"
}
@inproceedings{yuan-etal-2023-exploring,
    title = "Exploring Partial Knowledge Base Inference in Biomedical Entity Linking",
    author = "Yuan, Hongyi  and
      Lu, Keming  and
      Yuan, Zheng",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.3/",
    doi = "10.18653/v1/2023.bionlp-1.3",
    pages = "37--49"
}
@inproceedings{kim-etal-2023-boosting,
    title = "Boosting Radiology Report Generation by Infusing Comparison Prior",
    author = "Kim, Sanghwan  and
      Nooralahzadeh, Farhad  and
      Rohanian, Morteza  and
      Fujimoto, Koji  and
      Nishio, Mizuho  and
      Sakamoto, Ryo  and
      Rinaldi, Fabio  and
      Krauthammer, Michael",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.4/",
    doi = "10.18653/v1/2023.bionlp-1.4",
    pages = "50--61"
}
@inproceedings{rohanian-etal-2023-using,
    title = "Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints",
    author = "Rohanian, Omid  and
      Jauncey, Hannah  and
      Nouriborji, Mohammadmahdi  and
      Kumar, Vinod  and
      Gonalves, Bronner P.  and
      Kartsonaki, Christiana  and
      Clinical Characterisation Group, Isaric  and
      Merson, Laura  and
      Clifton, David",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.5/",
    doi = "10.18653/v1/2023.bionlp-1.5",
    pages = "62--78"
}
@inproceedings{whetten-kennington-2023-evaluating,
    title = "Evaluating and Improving Automatic Speech Recognition using Severity",
    author = "Whetten, Ryan  and
      Kennington, Casey",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.6/",
    doi = "10.18653/v1/2023.bionlp-1.6",
    pages = "79--91"
}
@inproceedings{yuan-etal-2023-zero,
    title = "Zero-shot Temporal Relation Extraction with {C}hat{GPT}",
    author = "Yuan, Chenhan  and
      Xie, Qianqian  and
      Ananiadou, Sophia",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.7/",
    doi = "10.18653/v1/2023.bionlp-1.7",
    pages = "92--102"
}
@inproceedings{chandrasekhar-etal-2023-good,
    title = "Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers",
    author = "Chandrasekhar, Shreya  and
      Huang, Chieh-Yang  and
      Huang, Ting-Hao",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.8/",
    doi = "10.18653/v1/2023.bionlp-1.8",
    pages = "103--113"
}
@inproceedings{zhang-etal-2023-sentiment,
    title = "Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media",
    author = "Zhang, Tianlin  and
      Yang, Kailai  and
      Ananiadou, Sophia",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.9/",
    doi = "10.18653/v1/2023.bionlp-1.9",
    pages = "114--126"
}
@inproceedings{sarrouti-etal-2023-exploring,
    title = "Exploring Drug Switching in Patients: A Deep Learning-based Approach to Extract Drug Changes and Reasons from Social Media",
    author = "Sarrouti, Mourad  and
      Tao, Carson  and
      Mamy Randriamihaja, Yoann",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.10/",
    doi = "10.18653/v1/2023.bionlp-1.10",
    pages = "127--132"
}
@inproceedings{neves-etal-2023-ranking,
    title = "Is the ranking of {P}ub{M}ed similar articles good enough? An evaluation of text similarity methods for three datasets",
    author = "Neves, Mariana  and
      Schadock, Ines  and
      Eusemann, Beryl  and
      Schnfelder, Gilbert  and
      Bert, Bettina  and
      Butzke, Daniel",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.11/",
    doi = "10.18653/v1/2023.bionlp-1.11",
    pages = "133--144"
}
@inproceedings{zanella-toussaint-2023-much,
    title = "How Much do Knowledge Graphs Impact Transformer Models for Extracting Biomedical Events?",
    author = "Zanella, Laura  and
      Toussaint, Yannick",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.12/",
    doi = "10.18653/v1/2023.bionlp-1.12",
    pages = "145--155"
}
@inproceedings{wajsburt-tannier-2023-end,
    title = "An end-to-end neural model based on cliques and scopes for frame extraction in long breast radiology reports",
    author = "Wajsburt, Perceval  and
      Tannier, Xavier",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.13/",
    doi = "10.18653/v1/2023.bionlp-1.13",
    pages = "156--170"
}
@inproceedings{yano-etal-2023-distant,
    title = "{DISTANT}: Distantly Supervised Entity Span Detection and Classification",
    author = "Yano, Ken  and
      Miwa, Makoto  and
      Ananiadou, Sophia",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.14/",
    doi = "10.18653/v1/2023.bionlp-1.14",
    pages = "171--177"
}
@inproceedings{meoni-etal-2023-large,
    title = "Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction",
    author = "Meoni, Simon  and
      De la Clergerie, Eric  and
      Ryffel, Theo",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.15/",
    doi = "10.18653/v1/2023.bionlp-1.15",
    pages = "178--190"
}
@inproceedings{bannour-etal-2023-event,
    title = "Event-independent temporal positioning: application to {F}rench clinical text",
    author = "Bannour, Nesrine  and
      Rance, Bastien  and
      Tannier, Xavier  and
      Neveol, Aurelie",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.16/",
    doi = "10.18653/v1/2023.bionlp-1.16",
    pages = "191--205"
}
@inproceedings{arannil-etal-2023-adeqa,
    title = "{ADEQA}: A Question Answer based approach for joint {ADE}-Suspect Extraction using Sequence-To-Sequence Transformers",
    author = "Arannil, Vinayak  and
      Deb, Tomal  and
      Roy, Atanu",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.17/",
    doi = "10.18653/v1/2023.bionlp-1.17",
    pages = "206--214"
}
@inproceedings{chhikara-etal-2023-privacy,
    title = "Privacy Aware Question-Answering System for Online Mental Health Risk Assessment",
    author = "Chhikara, Prateek  and
      Pasupulety, Ujjwal  and
      Marshall, John  and
      Chaurasia, Dhiraj  and
      Kumari, Shweta",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.18/",
    doi = "10.18653/v1/2023.bionlp-1.18",
    pages = "215--222"
}
@inproceedings{berhe-etal-2023-alibert,
    title = "{A}li{BERT}: A Pre-trained Language Model for {F}rench Biomedical Text",
    author = "Berhe, Aman  and
      Draznieks, Guillaume  and
      Martenot, Vincent  and
      Masdeu, Valentin  and
      Davy, Lucas  and
      Zucker, Jean-Daniel",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.19/",
    doi = "10.18653/v1/2023.bionlp-1.19",
    pages = "223--236"
}
@inproceedings{deka-etal-2023-multiple,
    title = "Multiple Evidence Combination for Fact-Checking of Health-Related Information",
    author = "Deka, Pritam  and
      Jurek-Loughrey, Anna  and
      P, Deepak",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.20/",
    doi = "10.18653/v1/2023.bionlp-1.20",
    pages = "237--247"
}
@inproceedings{el-khettari-etal-2023-building,
    title = "Building a Corpus for Biomedical Relation Extraction of Species Mentions",
    author = "El Khettari, Oumaima  and
      Quiniou, Solen  and
      Chaffron, Samuel",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.21/",
    doi = "10.18653/v1/2023.bionlp-1.21",
    pages = "248--254"
}
@inproceedings{park-etal-2023-automated,
    title = "Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges",
    author = "Park, Gilchan  and
      Yoon, Byung-Jun  and
      Luo, Xihaier  and
      Lpez-Marrero, Vanessa  and
      Johnstone, Patrick  and
      Yoo, Shinjae  and
      Alexander, Francis",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.22/",
    doi = "10.18653/v1/2023.bionlp-1.22",
    pages = "255--264"
}
@inproceedings{remy-etal-2023-automatic,
    title = "Automatic Glossary of Clinical Terminology: a Large-Scale Dictionary of Biomedical Definitions Generated from Ontological Knowledge",
    author = "Remy, Fran{\c{c}}ois  and
      Demuynck, Kris  and
      Demeester, Thomas",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.23/",
    doi = "10.18653/v1/2023.bionlp-1.23",
    pages = "265--272"
}
@inproceedings{verma-etal-2023-comparing,
    title = "Comparing and combining some popular {NER} approaches on Biomedical tasks",
    author = "Verma, Harsh  and
      Bergler, Sabine  and
      Tahaei, Narjesossadat",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.24/",
    doi = "10.18653/v1/2023.bionlp-1.24",
    pages = "273--279"
}
@inproceedings{singha-roy-mercer-2023-extracting,
    title = "Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers",
    author = "Singha Roy, Sudipta  and
      Mercer, Robert E.",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.25/",
    doi = "10.18653/v1/2023.bionlp-1.25",
    pages = "280--291"
}
@inproceedings{kammer-etal-2023-resolving,
    title = "Resolving Elliptical Compounds in {G}erman Medical Text",
    author = "Kammer, Niklas  and
      Borchert, Florian  and
      Winkler, Silvia  and
      de Melo, Gerard  and
      Schapranow, Matthieu-P.",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.26/",
    doi = "10.18653/v1/2023.bionlp-1.26",
    pages = "292--305"
}
@inproceedings{liyanage-etal-2023-augmenting,
    title = "Augmenting {R}eddit Posts to Determine Wellness Dimensions impacting Mental Health",
    author = "Liyanage, Chandreen  and
      Garg, Muskan  and
      Mago, Vijay  and
      Sohn, Sunghwan",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.27/",
    doi = "10.18653/v1/2023.bionlp-1.27",
    pages = "306--312"
}
@inproceedings{miller-etal-2023-end,
    title = "End-to-end clinical temporal information extraction with multi-head attention",
    author = "Miller, Timothy  and
      Bethard, Steven  and
      Dligach, Dmitriy  and
      Savova, Guergana",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.28/",
    doi = "10.18653/v1/2023.bionlp-1.28",
    pages = "313--319"
}
@inproceedings{suresh-etal-2023-intermediate,
    title = "Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical {NER}",
    author = "Suresh, Shilpa  and
      Tavabi, Nazgol  and
      Golchin, Shahriar  and
      Gilreath, Leah  and
      Garcia-Andujar, Rafael  and
      Kim, Alexander  and
      Murray, Joseph  and
      Bacevich, Blake  and
      Kiapour, Ata",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.29/",
    doi = "10.18653/v1/2023.bionlp-1.29",
    pages = "320--325"
}
@inproceedings{jahan-etal-2023-evaluation,
    title = "Evaluation of {C}hat{GPT} on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers",
    author = "Jahan, Israt  and
      Laskar, Md Tahmid Rahman  and
      Peng, Chun  and
      Huang, Jimmy",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.30/",
    doi = "10.18653/v1/2023.bionlp-1.30",
    pages = "326--336"
}
@inproceedings{pavlova-makhlouf-2023-bioptimus,
    title = "{BIO}ptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition",
    author = "Pavlova, Vera  and
      Makhlouf, Mohammed",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.31/",
    doi = "10.18653/v1/2023.bionlp-1.31",
    pages = "337--349"
}
@inproceedings{jimenez-gutierrez-etal-2023-biomedical,
    title = "Biomedical Language Models are Robust to Sub-optimal Tokenization",
    author = "Jimenez Gutierrez, Bernal  and
      Sun, Huan  and
      Su, Yu",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.32/",
    doi = "10.18653/v1/2023.bionlp-1.32",
    pages = "350--362"
}
@inproceedings{matsubara-etal-2023-distantly,
    title = "Distantly Supervised Document-Level Biomedical Relation Extraction with Neighborhood Knowledge Graphs",
    author = "Matsubara, Takuma  and
      Miwa, Makoto  and
      Sasaki, Yutaka",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.33/",
    doi = "10.18653/v1/2023.bionlp-1.33",
    pages = "363--368"
}
@inproceedings{asada-miwa-2023-bionart,
    title = "{B}io{NART}: A Biomedical Non-{A}uto{R}egressive Transformer for Natural Language Generation",
    author = "Asada, Masaki  and
      Miwa, Makoto",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.34/",
    doi = "10.18653/v1/2023.bionlp-1.34",
    pages = "369--376"
}
@inproceedings{yamada-etal-2023-biomedical,
    title = "Biomedical Relation Extraction with Entity Type Markers and Relation-specific Question Answering",
    author = "Yamada, Koshi  and
      Miwa, Makoto  and
      Sasaki, Yutaka",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.35/",
    doi = "10.18653/v1/2023.bionlp-1.35",
    pages = "377--384"
}
@inproceedings{ida-etal-2023-biomedical,
    title = "Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities",
    author = "Ida, Ryuki  and
      Miwa, Makoto  and
      Sasaki, Yutaka",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.36/",
    doi = "10.18653/v1/2023.bionlp-1.36",
    pages = "385--395"
}
@inproceedings{kartchner-etal-2023-zero,
    title = "Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models",
    author = "Kartchner, David  and
      Ramalingam, Selvi  and
      Al-Hussaini, Irfan  and
      Kronick, Olivia  and
      Mitchell, Cassie",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.37/",
    doi = "10.18653/v1/2023.bionlp-1.37",
    pages = "396--405"
}
@inproceedings{zou-etal-2023-social,
    title = "Can Social Media Inform Dietary Approaches for Health Management? A Dataset and Benchmark for Low-Carb Diet",
    author = "Zou, Skyler  and
      Dai, Xiang  and
      Brinkworth, Grant  and
      Taylor, Pennie  and
      Karimi, Sarvnaz",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.38/",
    doi = "10.18653/v1/2023.bionlp-1.38",
    pages = "406--412"
}
@inproceedings{suster-etal-2023-promoting,
    title = "Promoting Fairness in Classification of Quality of Medical Evidence",
    author = "Suster, Simon  and
      Baldwin, Timothy  and
      Verspoor, Karin",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.39/",
    doi = "10.18653/v1/2023.bionlp-1.39",
    pages = "413--426"
}
@inproceedings{mobasher-etal-2023-welt,
    title = "{W}e{LT}: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning",
    author = {Mobasher, Ghadeer  and
      M{\"u}ller, Wolfgang  and
      Krebs, Olga  and
      Gertz, Michael},
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.40/",
    doi = "10.18653/v1/2023.bionlp-1.40",
    pages = "427--438"
}
@inproceedings{landes-etal-2023-hospital,
    title = "Hospital Discharge Summarization Data Provenance",
    author = "Landes, Paul  and
      Chaise, Aaron  and
      Patel, Kunal  and
      Huang, Sean  and
      Di Eugenio, Barbara",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.41/",
    doi = "10.18653/v1/2023.bionlp-1.41",
    pages = "439--448"
}
@inproceedings{van-veen-etal-2023-radadapt,
    title = "{R}ad{A}dapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models",
    author = "Van Veen, Dave  and
      Van Uden, Cara  and
      Attias, Maayane  and
      Pareek, Anuj  and
      Bluethgen, Christian  and
      Polacin, Malgorzata  and
      Chiu, Wah  and
      Delbrouck, Jean-Benoit  and
      Zambrano Chaves, Juan Manuel  and
      Langlotz, Curtis P.  and
      Chaudhari, Akshay S.  and
      Pauly, John",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.42/",
    doi = "10.18653/v1/2023.bionlp-1.42",
    pages = "449--460"
}
@inproceedings{gao-etal-2023-overview,
    title = "Overview of the Problem List Summarization ({P}rob{S}um) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes",
    author = "Gao, Yanjun  and
      Dligach, Dmitriy  and
      Miller, Timothy  and
      Afshar, Majid",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.43/",
    doi = "10.18653/v1/2023.bionlp-1.43",
    pages = "461--467"
}
@inproceedings{goldsack-etal-2023-biolaysumm,
    title = "Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles",
    author = "Goldsack, Tomas  and
      Luo, Zheheng  and
      Xie, Qianqian  and
      Scarton, Carolina  and
      Shardlow, Matthew  and
      Ananiadou, Sophia  and
      Lin, Chenghua",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.44/",
    doi = "10.18653/v1/2023.bionlp-1.44",
    pages = "468--477"
}
@inproceedings{delbrouck-etal-2023-overview,
    title = "Overview of the {R}ad{S}um23 Shared Task on Multi-modal and Multi-anatomical Radiology Report Summarization",
    author = "Delbrouck, Jean-Benoit  and
      Varma, Maya  and
      Chambon, Pierre  and
      Langlotz, Curtis",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.45/",
    doi = "10.18653/v1/2023.bionlp-1.45",
    pages = "478--482"
}
@inproceedings{rosati-2023-grasum,
    title = "{GRASUM} at {B}io{L}ay{S}umm Task 1: Background Knowledge Grounding for Readable, Relevant, and Factual Biomedical Lay Summaries",
    author = "Rosati, Domenic",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.46/",
    doi = "10.18653/v1/2023.bionlp-1.46",
    pages = "483--490"
}
@inproceedings{liu-etal-2023-deakinnlp,
    title = "{D}eakin{NLP} at {P}rob{S}um 2023: Clinical Progress Note Summarization with Rules and Language {M}odels{C}linical Progress Note Summarization with Rules and Languague Models",
    author = "Liu, Ming  and
      Zhang, Dan  and
      Tan, Weicong  and
      Zhang, He",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.47/",
    doi = "10.18653/v1/2023.bionlp-1.47",
    pages = "491--496"
}
@inproceedings{torrero-etal-2023-talp,
    title = "{TALP}-{UPC} at {P}rob{S}um 2023: Fine-tuning and Data Augmentation Strategies for {NER}",
    author = "Torrero, Neil  and
      Sant, Gerard  and
      Escolano, Carlos",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.48/",
    doi = "10.18653/v1/2023.bionlp-1.48",
    pages = "497--502"
}
@inproceedings{li-etal-2023-team,
    title = "Team:{PULSAR} at {P}rob{S}um 2023:{PULSAR}: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models",
    author = "Li, Hao  and
      Wu, Yuping  and
      Schlegel, Viktor  and
      Batista-Navarro, Riza  and
      Nguyen, Thanh-Tung  and
      Ramesh Kashyap, Abhinav  and
      Zeng, Xiao-Jun  and
      Beck, Daniel  and
      Winkler, Stefan  and
      Nenadic, Goran",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.49/",
    doi = "10.18653/v1/2023.bionlp-1.49",
    pages = "503--509"
}
@inproceedings{kolhatkar-etal-2023-team,
    title = "Team Converge at {P}rob{S}um 2023: Abstractive Text Summarization of Patient Progress Notes",
    author = "Kolhatkar, Gaurav  and
      Paranjape, Aditya  and
      Gokhale, Omkar  and
      Kadam, Dipali",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.50/",
    doi = "10.18653/v1/2023.bionlp-1.50",
    pages = "510--515"
}
@inproceedings{manakul-etal-2023-cued,
    title = "{CUED} at {P}rob{S}um 2023: Hierarchical Ensemble of Summarization Models",
    author = "Manakul, Potsawee  and
      Fathullah, Yassir  and
      Liusie, Adian  and
      Raina, Vyas  and
      Raina, Vatsal  and
      Gales, Mark",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.51/",
    doi = "10.18653/v1/2023.bionlp-1.51",
    pages = "516--523"
}
@inproceedings{ahuir-esteve-etal-2023-elirf,
    title = "{EL}i{RF}-{VRAIN} at {B}io{NLP} Task 1{B}: Radiology Report Summarization",
    author = "Ahuir Esteve, Vicent  and
      Segarra, Encarna  and
      Hurtado, Lluis",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.52/",
    doi = "10.18653/v1/2023.bionlp-1.52",
    pages = "524--529"
}
@inproceedings{chizhikova-etal-2023-sinai,
    title = "{SINAI} at {R}ad{S}um23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model",
    author = "Chizhikova, Mariia  and
      Diaz-Galiano, Manuel  and
      Urena-Lopez, L. Alfonso  and
      Martin-Valdivia, M. Teresa",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.53/",
    doi = "10.18653/v1/2023.bionlp-1.53",
    pages = "530--534"
}
@inproceedings{wu-etal-2023-knowlab,
    title = "{K}now{L}ab at {R}ad{S}um23: comparing pre-trained language models in radiology report summarization",
    author = "Wu, Jinge  and
      Shi, Daqian  and
      Hasan, Abul  and
      Wu, Honghan",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.54/",
    doi = "10.18653/v1/2023.bionlp-1.54",
    pages = "535--540"
}
@inproceedings{macharla-etal-2023-nav,
    title = "nav-nlp at {R}ad{S}um23: Abstractive Summarization of Radiology Reports using {BART} Finetuning",
    author = "Macharla, Sri  and
      Madamanchi, Ashok  and
      Kancharla, Nikhilesh",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.55/",
    doi = "10.18653/v1/2023.bionlp-1.55",
    pages = "541--544"
}
@inproceedings{nicolson-etal-2023-e,
    title = "e-Health {CSIRO} at {R}ad{S}um23: Adapting a Chest {X}-Ray Report Generator to Multimodal Radiology Report Summarisation",
    author = "Nicolson, Aaron  and
      Dowling, Jason  and
      Koopman, Bevan",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.56/",
    doi = "10.18653/v1/2023.bionlp-1.56",
    pages = "545--549"
}
@inproceedings{karn-etal-2023-shs,
    title = "shs-nlp at {R}ad{S}um23: Domain-Adaptive Pre-training of Instruction-tuned {LLM}s for Radiology Report Impression Generation",
    author = "Karn, Sanjeev Kumar  and
      Ghosh, Rikhiya  and
      P, Kusuma  and
      Farri, Oladimeji",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.57/",
    doi = "10.18653/v1/2023.bionlp-1.57",
    pages = "550--556"
}
@inproceedings{wang-etal-2023-utsa,
    title = "{UTSA}-{NLP} at {R}ad{S}um23: Multi-modal Retrieval-Based Chest {X}-Ray Report Summarization",
    author = "Wang, Tongnian  and
      Zhao, Xingmeng  and
      Rios, Anthony",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.58/",
    doi = "10.18653/v1/2023.bionlp-1.58",
    pages = "557--566"
}
@inproceedings{kim-etal-2023-ku,
    title = "{KU}-{DMIS}-{MSRA} at {R}ad{S}um23: Pre-trained Vision-Language Model for Radiology Report Summarization",
    author = "Kim, Gangwoo  and
      Kim, Hajung  and
      Ji, Lei  and
      Bae, Seongsu  and
      Kim, Chanhwi  and
      Sung, Mujeen  and
      Kim, Hyunjae  and
      Yan, Kun  and
      Chang, Eric  and
      Kang, Jaewoo",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.59/",
    doi = "10.18653/v1/2023.bionlp-1.59",
    pages = "567--573"
}
@inproceedings{phan-etal-2023-vbd,
    title = "{VBD}-{NLP} at {B}io{L}ay{S}umm Task 1: Explicit and Implicit Key Information Selection for Lay Summarization on Biomedical Long Documents",
    author = "Phan, Phuc  and
      Tran, Tri  and
      Trieu, Hai-Long",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.60/",
    doi = "10.18653/v1/2023.bionlp-1.60",
    pages = "574--578"
}
@inproceedings{poornash-etal-2023-aptsumm,
    title = "{APTS}umm at {B}io{L}ay{S}umm Task 1: Biomedical Breakdown, Improving Readability by Relevancy Based Selection",
    author = "Poornash, A.s.  and
      Deshmukh, Atharva  and
      Sharma, Archit  and
      Saha, Sriparna",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.61/",
    doi = "10.18653/v1/2023.bionlp-1.61",
    pages = "579--585"
}
@inproceedings{chen-etal-2023-ncuee,
    title = "{NCUEE}-{NLP} at {B}io{L}ay{S}umm Task 2: Readability-Controlled Summarization of Biomedical Articles Using the {PRIMERA} Models",
    author = "Chen, Chao-Yi  and
      Yang, Jen-Hao  and
      Lee, Lung-Hao",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.62/",
    doi = "10.18653/v1/2023.bionlp-1.62",
    pages = "586--591"
}
@inproceedings{al-hussaini-etal-2023-pathology,
    title = "Pathology Dynamics at {B}io{L}ay{S}umm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization",
    author = "Al-Hussaini, Irfan  and
      Wu, Austin  and
      Mitchell, Cassie",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.63/",
    doi = "10.18653/v1/2023.bionlp-1.63",
    pages = "592--601"
}
@inproceedings{wu-etal-2023-ikm,
    title = "{IKM}{\_}{L}ab at {B}io{L}ay{S}umm Task 1: Longformer-based Prompt Tuning for Biomedical Lay Summary Generation",
    author = "Wu, Yu-Hsuan  and
      Lin, Ying-Jia  and
      Kao, Hung-Yu",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.64/",
    doi = "10.18653/v1/2023.bionlp-1.64",
    pages = "602--610"
}
@inproceedings{turbitt-etal-2023-mdc,
    title = "{MDC} at {B}io{L}ay{S}umm Task 1: Evaluating {GPT} Models for Biomedical Lay Summarization",
    author = "Turbitt, Ois{\'i}n  and
      Bevan, Robert  and
      Aboshokor, Mouhamad",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.65/",
    doi = "10.18653/v1/2023.bionlp-1.65",
    pages = "611--619"
}
@inproceedings{liu-etal-2023-lhs712ee,
    title = "{LHS}712{EE} at {B}io{L}ay{S}umm 2023: Using {BART} and {LED} to summarize biomedical research articles",
    author = "Liu, Quancheng  and
      Ren, Xiheng  and
      Vydiswaran, V.G.Vinod",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.66/",
    doi = "10.18653/v1/2023.bionlp-1.66",
    pages = "620--624"
}
@inproceedings{reddy-etal-2023-iitr,
    title = "{IITR} at {B}io{L}ay{S}umm Task 1:Lay Summarization of {B}io{M}edical articles using Transformers",
    author = "Reddy, Venkat praneeth  and
      Reddy, Pinnapu Reddy Harshavardhan  and
      Sumedh, Karanam Sai  and
      Sharma, Raksha",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.67/",
    doi = "10.18653/v1/2023.bionlp-1.67",
    pages = "625--628"
}
@inproceedings{sim-etal-2023-csiro,
    title = "{CSIRO} {D}ata61 Team at {B}io{L}ay{S}umm Task 1: Lay Summarisation of Biomedical Research Articles Using Generative Models",
    author = "Sim, Mong Yuan  and
      Dai, Xiang  and
      Rybinski, Maciej  and
      Karimi, Sarvnaz",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.68/",
    doi = "10.18653/v1/2023.bionlp-1.68",
    pages = "629--635"
}
@inproceedings{colak-karadeniz-2023-isiksumm,
    title = "{ISIKS}umm at {B}io{L}ay{S}umm Task 1: {BART}-based Summarization System Enhanced with Bio-Entity Labels",
    author = "Colak, Cagla  and
      Karadeniz, Lknur",
    editor = "Demner-fushman, Dina  and
      Ananiadou, Sophia  and
      Cohen, Kevin",
    booktitle = "Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks",
    month = jul,
    year = "2023",
    address = "Toronto, Canada",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-old-resolve/2023.bionlp-1.69/",
    doi = "10.18653/v1/2023.bionlp-1.69",
    pages = "636--640"
}