@proceedings{clinicalnlp-2024-clinical,
    title = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.0/"
}
@inproceedings{chen-hirschberg-2024-exploring,
    title = "Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain {SOAP} Notes",
    author = "Chen, Yu-Wen  and
      Hirschberg, Julia",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.1/",
    doi = "10.18653/v1/2024.clinicalnlp-1.1",
    pages = "1--9"
}
@inproceedings{khlaut-etal-2024-efficient,
    title = "Efficient Medical Question Answering with Knowledge-Augmented Question Generation",
    author = "Khlaut, Julien  and
      Dancette, Corentin  and
      Ferreres, Elodie  and
      Bennani, Alaedine  and
      H{\'e}rent, Paul  and
      Manceron, Pierre",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.2/",
    doi = "10.18653/v1/2024.clinicalnlp-1.2",
    pages = "10--20"
}
@inproceedings{pal-sankarasubbu-2024-gemini,
    title = "Gemini Goes to {M}ed School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems {\&} Hallucinations",
    author = "Pal, Ankit  and
      Sankarasubbu, Malaikannan",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.3/",
    doi = "10.18653/v1/2024.clinicalnlp-1.3",
    pages = "21--46"
}
@inproceedings{ziletti-dambrosi-2024-retrieval,
    title = "Retrieval augmented text-to-{SQL} generation for epidemiological question answering using electronic health records",
    author = "Ziletti, Angelo  and
      DAmbrosi, Leonardo",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.4/",
    doi = "10.18653/v1/2024.clinicalnlp-1.4",
    pages = "47--53"
}
@inproceedings{yang-etal-2024-clinicalmamba,
    title = "{C}linical{M}amba: A Generative Clinical Language Model on Longitudinal Clinical Notes",
    author = "Yang, Zhichao  and
      Mitra, Avijit  and
      Kwon, Sunjae  and
      Yu, Hong",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.5/",
    doi = "10.18653/v1/2024.clinicalnlp-1.5",
    pages = "54--63"
}
@inproceedings{lin-etal-2024-working,
    title = "Working Alliance Transformer for Psychotherapy Dialogue Classification",
    author = "Lin, Baihan  and
      Cecchi, Guillermo  and
      Bouneffouf, Djallel",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.6/",
    doi = "10.18653/v1/2024.clinicalnlp-1.6",
    pages = "64--69"
}
@inproceedings{liang-sonntag-2024-building,
    title = "Building A {G}erman Clinical Named Entity Recognition System without In-domain Training Data",
    author = "Liang, Siting  and
      Sonntag, Daniel",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.7/",
    doi = "10.18653/v1/2024.clinicalnlp-1.7",
    pages = "70--81"
}
@inproceedings{burdisso-etal-2024-daic,
    title = "{DAIC}-{WOZ}: On the Validity of Using the Therapist{'}s prompts in Automatic Depression Detection from Clinical Interviews",
    author = "Burdisso, Sergio  and
      Reyes-Ram{\'i}rez, Ernesto  and
      Villatoro-tello, Esa{\'u}  and
      S{\'a}nchez-Vega, Fernando  and
      Lopez Monroy, Adrian  and
      Motlicek, Petr",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.8/",
    doi = "10.18653/v1/2024.clinicalnlp-1.8",
    pages = "82--90"
}
@inproceedings{gema-etal-2024-parameter,
    title = "Parameter-Efficient Fine-Tuning of {LL}a{MA} for the Clinical Domain",
    author = "Gema, Aryo  and
      Minervini, Pasquale  and
      Daines, Luke  and
      Hope, Tom  and
      Alex, Beatrice",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.9/",
    doi = "10.18653/v1/2024.clinicalnlp-1.9",
    pages = "91--104"
}
@inproceedings{sanchez-carmona-etal-2024-multilevel,
    title = "A Multilevel Analysis of {P}ub{M}ed-only {BERT}-based Biomedical Models",
    author = "Sanchez Carmona, Vicente  and
      Jiang, Shanshan  and
      Dong, Bin",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.10/",
    doi = "10.18653/v1/2024.clinicalnlp-1.10",
    pages = "105--110"
}
@inproceedings{aracena-etal-2024-privacy,
    title = "A Privacy-Preserving Corpus for Occupational Health in {S}panish: Evaluation for {NER} and Classification Tasks",
    author = "Aracena, Claudio  and
      Miranda, Luis  and
      Vakili, Thomas  and
      Villena, Fabi{\'a}n  and
      Quiroga, Tamara  and
      N{\'u}{\~n}ez-Torres, Fredy  and
      Rocco, Victor  and
      Dunstan, Jocelyn",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.11/",
    doi = "10.18653/v1/2024.clinicalnlp-1.11",
    pages = "111--121"
}
@inproceedings{nair-etal-2024-dera,
    title = "{DERA}: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents",
    author = "Nair, Varun  and
      Schumacher, Elliot  and
      Tso, Geoffrey  and
      Kannan, Anitha",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.12/",
    doi = "10.18653/v1/2024.clinicalnlp-1.12",
    pages = "122--161"
}
@inproceedings{lilli-etal-2024-llamamts,
    title = "{L}lama{MTS}: Optimizing Metastasis Detection with Llama Instruction Tuning and {BERT}-Based Ensemble in {I}talian Clinical Reports",
    author = "Lilli, Livia  and
      Patarnello, Stefano  and
      Masciocchi, Carlotta  and
      Masiello, Valeria  and
      Marazzi, Fabio  and
      Tagliaferri, Luca  and
      Capocchiano, Nikola Dino",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.13/",
    doi = "10.18653/v1/2024.clinicalnlp-1.13",
    pages = "162--171"
}
@inproceedings{boulanger-etal-2024-using,
    title = "Using Structured Health Information for Controlled Generation of Clinical Cases in {F}rench",
    author = {Boulanger, Hugo  and
      Hiebel, Nicolas  and
      Ferret, Olivier  and
      Fort, Kar{\"e}n  and
      N{\'e}v{\'e}ol, Aur{\'e}lie},
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.14/",
    doi = "10.18653/v1/2024.clinicalnlp-1.14",
    pages = "172--184"
}
@inproceedings{amara-etal-2024-large,
    title = "Large Language Models Provide Human-Level Medical Text Snippet Labeling",
    author = "Amara, Ibtihel  and
      Yu, Haiyang  and
      Zhang, Fan  and
      Liu, Yuchen  and
      Li, Benny  and
      Liu, Chang  and
      Kartha, Rupesh  and
      Goel, Akshay",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.15/",
    doi = "10.18653/v1/2024.clinicalnlp-1.15",
    pages = "185--195"
}
@inproceedings{gunal-etal-2024-conversational,
    title = "Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models",
    author = "Gunal, Aylin  and
      Lin, Baihan  and
      Bouneffouf, Djallel",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.16/",
    doi = "10.18653/v1/2024.clinicalnlp-1.16",
    pages = "196--201"
}
@inproceedings{mustafa-etal-2024-leveraging,
    title = "Leveraging {W}ikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for {G}erman",
    author = "Mustafa, Faizan E  and
      Dima, Corina  and
      Ochoa, Juan  and
      Staab, Steffen",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.17/",
    doi = "10.18653/v1/2024.clinicalnlp-1.17",
    pages = "202--207"
}
@inproceedings{rohr-etal-2024-revisiting,
    title = "Revisiting Clinical Outcome Prediction for {MIMIC}-{IV}",
    author = {R{\"o}hr, Tom  and
      Figueroa, Alexei  and
      Papaioannou, Jens-Michalis  and
      Fallon, Conor  and
      Bressem, Keno  and
      Nejdl, Wolfgang  and
      L{\"o}ser, Alexander},
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.18/",
    doi = "10.18653/v1/2024.clinicalnlp-1.18",
    pages = "208--217"
}
@inproceedings{sayin-etal-2024-llms,
    title = "Can {LLM}s Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain",
    author = "Sayin, Burcu  and
      Minervini, Pasquale  and
      Staiano, Jacopo  and
      Passerini, Andrea",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.19/",
    doi = "10.18653/v1/2024.clinicalnlp-1.19",
    pages = "218--237"
}
@inproceedings{cong-etal-2024-leveraging,
    title = "Leveraging pre-trained large language models for aphasia detection in {E}nglish and {C}hinese speakers",
    author = "Cong, Yan  and
      Lee, Jiyeon  and
      LaCroix, Arianna",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.20/",
    doi = "10.18653/v1/2024.clinicalnlp-1.20",
    pages = "238--245"
}
@inproceedings{ha-etal-2024-fusion,
    title = "Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering",
    author = "Ha, Cuong  and
      Asaadi, Shima  and
      Karn, Sanjeev Kumar  and
      Farri, Oladimeji  and
      Heimann, Tobias  and
      Runkler, Thomas",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.21/",
    doi = "10.18653/v1/2024.clinicalnlp-1.21",
    pages = "246--257"
}
@inproceedings{krishnamoorthy-etal-2024-llm,
    title = "{LLM}-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications",
    author = "Krishnamoorthy, Saranya  and
      Singh, Ayush  and
      Tafreshi, Shabnam",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.22/",
    doi = "10.18653/v1/2024.clinicalnlp-1.22",
    pages = "258--270"
}
@inproceedings{cai-etal-2024-adapting,
    title = "Adapting {A}bstract {M}eaning {R}epresentation Parsing to the Clinical Narrative {--} the {SPRING} {THYME} parser",
    author = "Cai, Jon  and
      Wright-Bettner, Kristin  and
      Palmer, Martha  and
      Savova, Guergana  and
      Martin, James",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.23/",
    doi = "10.18653/v1/2024.clinicalnlp-1.23",
    pages = "271--282"
}
@inproceedings{kapadnis-etal-2024-serpent,
    title = "{SERPENT}-{VLM} : Self-Refining Radiology Report Generation Using Vision Language Models",
    author = "Kapadnis, Manav  and
      Patnaik, Sohan  and
      Nandy, Abhilash  and
      Ray, Sourjyadip  and
      Goyal, Pawan  and
      Sheet, Debdoot",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.24/",
    doi = "10.18653/v1/2024.clinicalnlp-1.24",
    pages = "283--291"
}
@inproceedings{lim-etal-2024-erd,
    title = "{ERD}: A Framework for Improving {LLM} Reasoning for Cognitive Distortion Classification",
    author = "Lim, Sehee  and
      Kim, Yejin  and
      Choi, Chi-Hyun  and
      Sohn, Jy-yong  and
      Kim, Byung-Hoon",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.25/",
    doi = "10.18653/v1/2024.clinicalnlp-1.25",
    pages = "292--300"
}
@inproceedings{hazan-etal-2024-leveraging,
    title = "Leveraging Prompt-Learning for Structured Information Extraction from Crohn{'}s Disease Radiology Reports in a Low-Resource Language",
    author = "Hazan, Liam  and
      Gavrielov, Naama  and
      Reichart, Roi  and
      Hagopian, Talar  and
      Greer, Mary-Louise  and
      Cytter-Kuint, Ruth  and
      Focht, Gili  and
      Turner, Dan  and
      Freiman, Moti",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.26/",
    doi = "10.18653/v1/2024.clinicalnlp-1.26",
    pages = "301--309"
}
@inproceedings{liu-etal-2024-context,
    title = "Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation",
    author = "Liu, Zhengyuan  and
      Salleh, Siti  and
      Krishnaswamy, Pavitra  and
      Chen, Nancy",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.27/",
    doi = "10.18653/v1/2024.clinicalnlp-1.27",
    pages = "310--321"
}
@inproceedings{milintsevich-etal-2024-evaluating,
    title = "Evaluating Lexicon Incorporation for Depression Symptom Estimation",
    author = {Milintsevich, Kirill  and
      Dias, Ga{\"e}l  and
      Sirts, Kairit},
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.28/",
    doi = "10.18653/v1/2024.clinicalnlp-1.28",
    pages = "322--328"
}
@inproceedings{sugihara-etal-2024-semi,
    title = "Semi-automatic Construction of a Word Complexity Lexicon for {J}apanese Medical Terminology",
    author = "Sugihara, Soichiro  and
      Kajiwara, Tomoyuki  and
      Ninomiya, Takashi  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.29/",
    doi = "10.18653/v1/2024.clinicalnlp-1.29",
    pages = "329--333"
}
@inproceedings{kim-etal-2024-team,
    title = "{TEAM} {MIPAL} at {MEDIQA}-{M}3{G} 2024: Large {VQA} Models for Dermatological Diagnosis",
    author = "Kim, Hyeonjin  and
      Kim, Min  and
      Jang, Jae  and
      Yoo, KiYoon  and
      Kwak, Nojun",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.30/",
    doi = "10.18653/v1/2024.clinicalnlp-1.30",
    pages = "334--338"
}
@inproceedings{saeed-2024-medifact,
    title = "{M}edi{F}act at {MEDIQA}-{M}3{G} 2024: Medical Question Answering in Dermatology with Multimodal Learning",
    author = "Saeed, Nadia",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.31/",
    doi = "10.18653/v1/2024.clinicalnlp-1.31",
    pages = "339--345"
}
@inproceedings{saeed-2024-medifact-mediqa,
    title = "{M}edi{F}act at {MEDIQA}-{CORR} 2024: Why {AI} Needs a Human Touch",
    author = "Saeed, Nadia",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.32/",
    doi = "10.18653/v1/2024.clinicalnlp-1.32",
    pages = "346--352"
}
@inproceedings{wu-etal-2024-knowlab,
    title = "{K}now{L}ab{\_}{AIM}ed at {MEDIQA}-{CORR} 2024: Chain-of-Though ({C}o{T}) prompting strategies for medical error detection and correction",
    author = "Wu, Zhaolong  and
      Hasan, Abul  and
      Wu, Jinge  and
      Kim, Yunsoo  and
      Cheung, Jason  and
      Zhang, Teng  and
      Wu, Honghan",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.33/",
    doi = "10.18653/v1/2024.clinicalnlp-1.33",
    pages = "353--359"
}
@inproceedings{gundabathula-kolar-2024-promptmind,
    title = "{P}rompt{M}ind Team at {EHRSQL}-2024: Improving Reliability of {SQL} Generation using Ensemble {LLM}s",
    author = "Gundabathula, Satya  and
      Kolar, Sriram",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.34/",
    doi = "10.18653/v1/2024.clinicalnlp-1.34",
    pages = "360--366"
}
@inproceedings{gundabathula-kolar-2024-promptmind-team,
    title = "{P}rompt{M}ind Team at {MEDIQA}-{CORR} 2024: Improving Clinical Text Correction with Error Categorization and {LLM} Ensembles",
    author = "Gundabathula, Satya  and
      Kolar, Sriram",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.35/",
    doi = "10.18653/v1/2024.clinicalnlp-1.35",
    pages = "367--373"
}
@inproceedings{jadhav-etal-2024-maven,
    title = "Maven at {MEDIQA}-{CORR} 2024: Leveraging {RAG} and Medical {LLM} for Error Detection and Correction in Medical Notes",
    author = "Jadhav, Suramya  and
      Shanbhag, Abhay  and
      Joshi, Sumedh  and
      Date, Atharva  and
      Sonawane, Sheetal",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.36/",
    doi = "10.18653/v1/2024.clinicalnlp-1.36",
    pages = "374--381"
}
@inproceedings{haddadan-etal-2024-lailab,
    title = "{LAIL}ab at Chemotimelines 2024: Finetuning sequence-to-sequence language models for temporal relation extraction towards cancer patient undergoing chemotherapy treatment",
    author = "Haddadan, Shohreh  and
      Le, Tuan-Dung  and
      Duong, Thanh  and
      Thieu, Thanh",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.37/",
    doi = "10.18653/v1/2024.clinicalnlp-1.37",
    pages = "382--393"
}
@inproceedings{sharma-etal-2024-lexicans,
    title = "Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models ({LLM}s) for Temporal Relations Extraction in Oncological Electronic Health Records",
    author = "Sharma, Vishakha  and
      Fernandez, Andres  and
      Ioanovici, Andrei  and
      Talby, David  and
      Buijs, Frederik",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.38/",
    doi = "10.18653/v1/2024.clinicalnlp-1.38",
    pages = "394--405"
}
@inproceedings{bannour-etal-2024-team,
    title = "Team {NLP}eers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative {LLM} do it all or is smaller model fine-tuning still relevant ?",
    author = "Bannour, Nesrine  and
      Andrew, Judith Jeyafreeda  and
      Vincent, Marc",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.39/",
    doi = "10.18653/v1/2024.clinicalnlp-1.39",
    pages = "406--416"
}
@inproceedings{tan-etal-2024-kclab,
    title = "{KCL}ab at Chemotimelines 2024: End-to-end system for chemotherapy timeline extraction {--} Subtask2",
    author = "Tan, Yukun  and
      Dede, Merve  and
      Chen, Ken",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.40/",
    doi = "10.18653/v1/2024.clinicalnlp-1.40",
    pages = "417--421"
}
@inproceedings{joy-etal-2024-project,
    title = "Project {PRIMUS} at {EHRSQL} 2024 : Text-to-{SQL} Generation using Large Language Model for {EHR} Analysis",
    author = "Joy, Sourav  and
      Ahmed, Rohan  and
      Saha, Argha  and
      Habil, Minhaj  and
      Das, Utsho  and
      Bhowmik, Partha",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.41/",
    doi = "10.18653/v1/2024.clinicalnlp-1.41",
    pages = "422--427"
}
@inproceedings{zhang-etal-2024-nyulangone,
    title = "{NYUL}angone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction",
    author = "Zhang, Jeff  and
      Aphinyanaphongs, Yin  and
      Cardillo, Anthony",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.42/",
    doi = "10.18653/v1/2024.clinicalnlp-1.42",
    pages = "428--430"
}
@inproceedings{somov-etal-2024-airi,
    title = "{AIRI} {NLP} Team at {EHRSQL} 2024 Shared Task: T5 and Logistic Regression to the Rescue",
    author = "Somov, Oleg  and
      Dontsov, Alexey  and
      Tutubalina, Elena",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.43/",
    doi = "10.18653/v1/2024.clinicalnlp-1.43",
    pages = "431--438"
}
@inproceedings{bauer-etal-2024-ikim,
    title = "{IKIM} at {MEDIQA}-{M}3{G} 2024: Multilingual Visual Question-Answering for Dermatology through {VLM} Fine-tuning and {LLM} Translations",
    author = "Bauer, Marie  and
      Seibold, Constantin  and
      Kleesiek, Jens  and
      Dada, Amin",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.44/",
    doi = "10.18653/v1/2024.clinicalnlp-1.44",
    pages = "439--447"
}
@inproceedings{garcia-lithgow-serrano-2024-neui,
    title = "{NEUI} at {MEDIQA}-{M}3{G} 2024: Medical {VQA} through consensus",
    author = "Garc{\'i}a, Ricardo  and
      Lithgow-Serrano, Oscar",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.45/",
    doi = "10.18653/v1/2024.clinicalnlp-1.45",
    pages = "448--460"
}
@inproceedings{pajaro-etal-2024-verbanexai,
    title = "{V}erba{N}ex{AI} at {MEDIQA}-{CORR}: Efficacy of {GRU} with {B}io{W}ord{V}ec and {C}linical{BERT} in Error Correction in Clinical Notes",
    author = "Pajaro, Juan  and
      Puertas, Edwin  and
      Villate, David  and
      Estrada, Laura  and
      Tinjaca, Laura",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.46/",
    doi = "10.18653/v1/2024.clinicalnlp-1.46",
    pages = "461--469"
}
@inproceedings{valiev-tutubalina-2024-hse,
    title = "{HSE} {NLP} Team at {MEDIQA}-{CORR} 2024 Task: In-Prompt Ensemble with Entities and Knowledge Graph for Medical Error Correction",
    author = "Valiev, Airat  and
      Tutubalina, Elena",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.47/",
    doi = "10.18653/v1/2024.clinicalnlp-1.47",
    pages = "470--482"
}
@inproceedings{wang-etal-2024-wonder,
    title = "Wonder at Chemotimelines 2024: {M}ed{T}imeline: An End-to-End {NLP} System for Timeline Extraction from Clinical Narratives",
    author = "Wang, Liwei  and
      Lu, Qiuhao  and
      Li, Rui  and
      Fu, Sunyang  and
      Liu, Hongfang",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.48/",
    doi = "10.18653/v1/2024.clinicalnlp-1.48",
    pages = "483--487"
}
@inproceedings{gema-etal-2024-edinburgh-clinical,
    title = "{E}dinburgh Clinical {NLP} at {MEDIQA}-{CORR} 2024: Guiding Large Language Models with Hints",
    author = "Gema, Aryo  and
      Lee, Chaeeun  and
      Minervini, Pasquale  and
      Daines, Luke  and
      Simpson, T.  and
      Alex, Beatrice",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.49/",
    doi = "10.18653/v1/2024.clinicalnlp-1.49",
    pages = "488--501"
}
@inproceedings{vashisht-etal-2024-umass,
    title = "{UM}ass-{B}io{NLP} at {MEDIQA}-{M}3{G} 2024: {D}erm{P}rompt - A Systematic Exploration of Prompt Engineering with {GPT}-4{V} for Dermatological Diagnosis",
    author = "Vashisht, Parth  and
      Lodha, Abhilasha  and
      Maddipatla, Mukta  and
      Yao, Zonghai  and
      Mitra, Avijit  and
      Yang, Zhichao  and
      Kwon, Sunjae  and
      Wang, Junda  and
      Yu, Hong",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.50/",
    doi = "10.18653/v1/2024.clinicalnlp-1.50",
    pages = "502--525"
}
@inproceedings{hwang-etal-2024-ku,
    title = "{KU}-{DMIS} at {MEDIQA}-{CORR} 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction",
    author = "Hwang, Hyeon  and
      Lee, Taewhoo  and
      Kim, Hyunjae  and
      Kang, Jaewoo",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.51/",
    doi = "10.18653/v1/2024.clinicalnlp-1.51",
    pages = "526--536"
}
@inproceedings{alzghoul-etal-2024-cld,
    title = "{CLD}-{MEC} at {MEDIQA}- {CORR} 2024 Task: {GPT}-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction",
    author = "Alzghoul, Renad M.  and
      Tabaza, Abdulrahman  and
      Abdelhaq, Aya  and
      Altamimi, Ahmad",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.52/",
    doi = "10.18653/v1/2024.clinicalnlp-1.52",
    pages = "537--556"
}
@inproceedings{yao-etal-2024-overview,
    title = "Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction",
    author = "Yao, Jiarui  and
      Hochheiser, Harry  and
      Yoon, WonJin  and
      Goldner, Eli  and
      Savova, Guergana",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.53/",
    doi = "10.18653/v1/2024.clinicalnlp-1.53",
    pages = "557--569"
}
@inproceedings{corbeil-2024-iryonlp,
    title = "{I}ryo{NLP} at {MEDIQA}-{CORR} 2024: Tackling the Medical Error Detection {\&} Correction Task on the Shoulders of Medical Agents",
    author = "Corbeil, Jean-Philippe",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.54/",
    doi = "10.18653/v1/2024.clinicalnlp-1.54",
    pages = "570--580"
}
@inproceedings{yim-etal-2024-overview,
    title = "Overview of the {MEDIQA}-{M}3{G} 2024 Shared Task on Multilingual Multimodal Medical Answer Generation",
    author = "Yim, Wen-wai  and
      Ben Abacha, Asma  and
      Fu, Yujuan  and
      Sun, Zhaoyi  and
      Xia, Fei  and
      Yetisgen, Meliha  and
      Krallinger, Martin",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.55/",
    doi = "10.18653/v1/2024.clinicalnlp-1.55",
    pages = "581--589"
}
@inproceedings{rajwal-etal-2024-em,
    title = "{EM}{\_}{M}ixers at {MEDIQA}-{CORR} 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction",
    author = "Rajwal, Swati  and
      Agichtein, Eugene  and
      Sarker, Abeed",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.56/",
    doi = "10.18653/v1/2024.clinicalnlp-1.56",
    pages = "590--595"
}
@inproceedings{ben-abacha-etal-2024-overview,
    title = "Overview of the {MEDIQA}-{CORR} 2024 Shared Task on Medical Error Detection and Correction",
    author = "Ben Abacha, Asma  and
      Yim, Wen-wai  and
      Fu, Yujuan  and
      Sun, Zhaoyi  and
      Xia, Fei  and
      Yetisgen, Meliha",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.57/",
    doi = "10.18653/v1/2024.clinicalnlp-1.57",
    pages = "596--603"
}
@inproceedings{zhao-rios-2024-utsa,
    title = "{UTSA}-{NLP} at {C}hemo{T}imelines 2024: Evaluating Instruction-Tuned Language Models for Temporal Relation Extraction",
    author = "Zhao, Xingmeng  and
      Rios, Anthony",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.58/",
    doi = "10.18653/v1/2024.clinicalnlp-1.58",
    pages = "604--615"
}
@inproceedings{toma-etal-2024-wanglab,
    title = "{W}ang{L}ab at {MEDIQA}-{CORR} 2024: Optimized {LLM}-based Programs for Medical Error Detection and Correction",
    author = "Toma, Augustin  and
      Xie, Ronald  and
      Palayew, Steven  and
      Lawler, Patrick  and
      Wang, Bo",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.59/",
    doi = "10.18653/v1/2024.clinicalnlp-1.59",
    pages = "616--623"
}
@inproceedings{toma-etal-2024-wanglab-mediqa,
    title = "{W}ang{L}ab at {MEDIQA}-{M}3{G} 2024: Multimodal Medical Answer Generation using Large Language Models",
    author = "Xie, Ronald  and
      Palayew, Steven  and
      Toma, Augustin  and
      Bader, Gary  and
      Wang, Bo",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.60/",
    doi = "10.18653/v1/2024.clinicalnlp-1.60",
    pages = "624--634"
}
@inproceedings{jo-etal-2024-lg,
    title = "{LG} {AI} Research {\&} {KAIST} at {EHRSQL} 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-{SQL} System on {EHR}s",
    author = "Jo, Yongrae  and
      Lee, Seongyun  and
      Seo, Minju  and
      Hwang, Sung Ju  and
      Lee, Moontae",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.61/",
    doi = "10.18653/v1/2024.clinicalnlp-1.61",
    pages = "635--643"
}
@inproceedings{lee-etal-2024-overview,
    title = "Overview of the {EHRSQL} 2024 Shared Task on Reliable Text-to-{SQL} Modeling on Electronic Health Records",
    author = "Lee, Gyubok  and
      Kweon, Sunjun  and
      Bae, Seongsu  and
      Choi, Edward",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.62/",
    doi = "10.18653/v1/2024.clinicalnlp-1.62",
    pages = "644--654"
}
@inproceedings{jabir-etal-2024-saama,
    title = "Saama Technologies at {EHRSQL} 2024: {SQL} Generation through Classification Answer Selector by {LLM}",
    author = "Jabir, Mohammed  and
      Kanakarajan, Kamal  and
      Sankarasubbu, Malaikannan",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.63/",
    doi = "10.18653/v1/2024.clinicalnlp-1.63",
    pages = "655--671"
}
@inproceedings{kim-etal-2024-ku,
    title = "{KU}-{DMIS} at {EHRSQL} 2024 : Generating {SQL} query via question templatization in {EHR}",
    author = "Kim, Hajung  and
      Kim, Chanhwi  and
      Lee, Hoonick  and
      Jang, Kyochul  and
      Lee, Jiwoo  and
      Lee, Kyungjae  and
      Kim, Gangwoo  and
      Kang, Jaewoo",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.64/",
    doi = "10.18653/v1/2024.clinicalnlp-1.64",
    pages = "672--686"
}
@inproceedings{kim-etal-2024-probgate,
    title = "{P}rob{G}ate at {EHRSQL} 2024: Enhancing {SQL} Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling",
    author = "Kim, Sangryul  and
      Han, Donghee  and
      Kim, Sehyun",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.65/",
    doi = "10.18653/v1/2024.clinicalnlp-1.65",
    pages = "687--696"
}
@inproceedings{thomas-etal-2024-ltrc,
    title = "{LTRC}-{IIITH} at {EHRSQL} 2024: Enhancing Reliability of Text-to-{SQL} Systems through Abstention and Confidence Thresholding",
    author = "Thomas, Jerrin  and
      Mishra, Pruthwik  and
      Sharma, Dipti  and
      Krishnamurthy, Parameswari",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.66/",
    doi = "10.18653/v1/2024.clinicalnlp-1.66",
    pages = "697--702"
}
@inproceedings{thomas-etal-2024-ltrc-iiith,
    title = "{LTRC}-{IIITH} at {MEDIQA}-{M}3{G} 2024: Medical Visual Question Answering with Vision-Language Models",
    author = "Thomas, Jerrin  and
      Marimuthu, Sushvin  and
      Krishnamurthy, Parameswari",
    editor = "Naumann, Tristan  and
      Ben Abacha, Asma  and
      Bethard, Steven  and
      Roberts, Kirk  and
      Bitterman, Danielle",
    booktitle = "Proceedings of the 6th Clinical Natural Language Processing Workshop",
    month = jun,
    year = "2024",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.clinicalnlp-1.67/",
    doi = "10.18653/v1/2024.clinicalnlp-1.67",
    pages = "703--707"
}