@proceedings{bionlp-2026-2,
    title = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.0/",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{morabito-2026-nm,
    title = "{NM} at {CRF} Filling 2026: A Two-Stage {LLM} Pipeline for Clinical {CRF} Population",
    author = "Morabito, Niccol{\`o}",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.1/",
    pages = "1--5",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{menco-tovar-etal-2026-verbanexai,
    title = "{V}erba{N}ex{AI} at {C}linical{S}kill{QA}: From Visual Evidence to Procedural Order A Two-Stage Generative Vision-Language Framework for {C}lin{S}kill{QA}",
    author = "Menco Tovar, Andrea  and
      Serrano, Jairo E.  and
      Puertas, Edwin  and
      Martinez-Santos, Juan Carlos",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.2/",
    pages = "6--12",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{huang-etal-2026-zzucs,
    title = "zzucs at {P}sy{D}ef{D}etect: Bridging Long-Tail Imbalance and Clinical Rubrics for {DMRS} Defense-Level Detection",
    author = "Huang, Bin  and
      Su, Liuyuan  and
      Yuan, Kaixuan  and
      Zhao, Guanghui  and
      Zhang, Shixin  and
      Zhang, Kunli",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.3/",
    pages = "13--23",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{huang-etal-2026-zzunlp,
    title = "zzunlp at {C}linical{S}kill{QA}: Perceive-and-Plan with Decomposed In-Context Learning and Saliency-Guided Perception for Clinical Skill Keyframe Reordering",
    author = "Huang, Bin  and
      Luo, Yi  and
      Hua, Zhontian  and
      Zhao, Guanghui  and
      Yuan, Kaixuan  and
      Zhang, Kunli",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.4/",
    pages = "24--32",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{li-etal-2026-dlnlp,
    title = "{DLNLP} at {C}linical{S}kill{QA}: {E}vidence{F}low for Structured Zero-Shot Clinical Keyframe Ordering",
    author = "Li, Kexin  and
      Wang, Zhekun  and
      Wang, Yiran  and
      Zhao, Di",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.5/",
    pages = "33--37",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{galat-rizoiu-2026-uts,
    title = "{UTS} at {P}sy{D}ef{D}etect: Multi-Agent Councils and Absence-Based Reasoning for Defense Mechanism Classification",
    author = "Galat, Dima  and
      Rizoiu, Marian",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.6/",
    pages = "38--46",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{lowphansirikul-ittichaiwong-2026-otter,
    title = "Otter at {M}ed{E}x{A}ct2026: Diverse Encoder Ensemble for Medical Decision Span Detection",
    author = "Lowphansirikul, Lalita  and
      Ittichaiwong, Piyalitt",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.7/",
    pages = "47--53",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{abu-horaira-etal-2026-eraserhead,
    title = "Eraserhead at {P}sy{D}ef{D}etect: Prompt Design and Class Rebalancing for Psychological Defense Mechanism Detection",
    author = "Abu Horaira, Muhammad  and
      Rahman, Mehreen  and
      Chowdhury, Nahian",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.8/",
    pages = "54--58",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{steigerwald-etal-2026-nurnberg,
    title = {N{\"u}rnberg {NLP} at {P}sy{D}ef{D}etect: Multi-Axis Voter Ensembles for Psychological Defence Mechanism Classification},
    author = "Steigerwald, Philipp  and
      Rudolph, Eric  and
      Albrecht, Jens",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.9/",
    pages = "59--65",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{basu-2026-neural,
    title = "Neural Nexus at {P}sy{D}ef{D}etect: Fine-Tuning {R}o{BERT}a with Focal Loss and Role-Tagged Dialogue History for Defense Level Detection",
    author = "Basu, Subhrajyoti",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.10/",
    pages = "66--70",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{ahuir-etal-2026-elirf,
    title = "{EL}i{RF}-{UPV}@{M}ed{E}x{ACT} 2026: Dynamic Section Conditioning for Medical Decision Span Detection in Discharge Summaries",
    author = "Ahuir, Vicent  and
      Hurtado, Llu{\'i}s  and
      Castro-Bleda, Mar{\'i}a",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.11/",
    pages = "71--76",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{vu-etal-2026-vishc,
    title = "{VISHC} at {P}sy{D}ef{D}etect: Mitigating Data Scarcity in Psychological Defense Classification with Context-Aware Synthetic Augmentation",
    author = "Vu, Hoang-Thuy-Duong  and
      Pham, Quoc-Cuong  and
      Pham, Huy-Hieu",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.12/",
    pages = "77--86",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{kondadadi-2026-diverse,
    title = "Diverse Transformer Ensemble with Majority Voting for Medical Decision Extraction at {M}ed{E}x{ACT} 2026",
    author = "Kondadadi, Rishik",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.13/",
    pages = "87--91",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{campana-etal-2026-fbk,
    title = "{FBK}-{NLP} at {C}lin{S}kill {QA} 2026: Improving Temporal Reasoning via Keypoint-Augmented Inputs",
    author = "Campana, Pedro Gabriel  and
      Lavelli, Alberto  and
      Magnini, Bernardo",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.14/",
    pages = "92--98",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{saha-etal-2026-transformer,
    title = "transformer{\_}1376 at {P}sy{D}ef{D}etect: A {QL}o{RA}-Based Generative Framework for Context-Aware Psychological Defense Mechanism Detection",
    author = "Saha, Pritha  and
      Saha, Shuvodwip  and
      Shanto, Anik Mahmud",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.15/",
    pages = "99--103",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{babakova-etal-2026-explainators,
    title = "Explainators at {P}sy{D}ef{D}etect: Hierarchical Prompting and Representation-Based Classification for Psychological Defenses",
    author = "Babakova, Liudmila  and
      Luongo-Vazquez, Christopher  and
      Stepin, Ilia",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.16/",
    pages = "104--108",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{fahim-etal-2026-perceptionlab,
    title = "{P}erception{L}ab at {P}sy{D}ef{D}etect: Overcoming Extreme Response Bias in {LLM}s via Rubric-Grounded Retrieval and Supervised Clinical Reasoning Distillation for Fine-Grained Ordinal Classification",
    author = "Fahim, Tamjid  and
      Johan, Syed  and
      Bin Maksud, Saad",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.17/",
    pages = "109--122",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{adib-etal-2026-linguiutics,
    title = "{L}ingu{IUT}ics at {P}sy{D}ef{D}etect: Iterative Imbalance-Aware Fine-tuning of Qwen3-8{B} for Psychological Defense Mechanism Classification",
    author = "Adib, Shefayat  and
      Sani, Ahmed  and
      Alif, Md Hasibur  and
      Abrar, Ajwad",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.18/",
    pages = "123--131",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{paul-etal-2026-toni,
    title = "{TONI}-{NLP} at {P}sy{D}ef{D}etect: Defense Mechanism Detection via {LLM}-based Ensemble Methods",
    author = "Paul, Durjoy  and
      Basavaraj, Arshitha  and
      Chan, Callum  and
      Perez-Rosas, Veronica  and
      Inkpen, Diana  and
      Pereira, Francisco  and
      Lossio-Ventura, Juan Antonio",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.19/",
    pages = "132--140",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{alliheedi-etal-2026-zero,
    title = "Zero-Shot, Fine-Tuned, and Retrieval-Augmented Extraction of Clinical Decisions with Corpus Boundary Diagnostics",
    author = "Alliheedi, Mohammed  and
      Mercer, Robert  and
      Machina, Anemily  and
      Roy, Sudipta  and
      Wang, Yetian  and
      Wang, Xindi",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.20/",
    pages = "141--145",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{tao-etal-2026-caspar,
    title = "{CASPAR}: A Context-Aware Span Refinement Approach for Decision Support",
    author = "Tao, Jing  and
      Eskandari, Amir  and
      Zulkernine, Farhana",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.21/",
    pages = "146--154",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{agarwal-etal-2026-kcl,
    title = "{KCL}-Cogstack at {P}sy{D}ef{D}etect: A Hierarchical Approach to Detecting Defense Mechanisms in Supportive Dialogue",
    author = "Agarwal, Shubham  and
      Searle, Thomas  and
      Dobson, Richard",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.22/",
    pages = "155--163",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{chu-etal-2026-dal,
    title = "{DAL} Team at {P}sy{D}ef{D}etect: From Supervised Encoders to Hierarchical {LLM}-{RAG} for Psychological Defense Detection",
    author = "Chu, Anh  and
      Tran, Luong  and
      Do, Dat  and
      Mai, Phuong  and
      Le, Quynh  and
      Can, Cat",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.23/",
    pages = "164--170",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{baumgartner-schilling-2026-cuamc,
    title = "{CUAMC} @ {M}ed{E}x{ACT} 2026: Robust Ensemble Voting for Fair Medical Decision Extraction",
    author = "Baumgartner, William  and
      Schilling, Lisa",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.24/",
    pages = "171--178",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{chiewhawan-etal-2026-lamar,
    title = "{LAMAR} at {M}ed{E}x{ACT} 2026: Agreement-Driven Large Language Model Ensembles for Clinical Decision Extraction from Discharge Summaries",
    author = "Chiewhawan, Monrada  and
      Limaroon, Keetawan  and
      Achakulvisut, Titipat",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.25/",
    pages = "179--190",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{rebayet-etal-2026-cs,
    title = "{CS}{\_}{M}etro at {P}sy{D}ef{D}etect: Detecting Psychological Defense Mechanisms in Mental Health Dialogues with Summarization-Enhanced Transformer Ensembles",
    author = "Rebayet, Oarisa  and
      Walee, Radiul  and
      Shohan, Symom Hossain  and
      Ahmed, Kawsar  and
      Hoque, Mohammed Moshiul",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.26/",
    pages = "191--200",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{elshehaby-etal-2026-sparse,
    title = "Sparse Category Routing and Fairness-Aware Optimization for Medical Decision Extraction",
    author = "Elshehaby, Ahmed  and
      Abdalla, Mohamed  and
      Mohamed, Youssef",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.27/",
    pages = "201--212",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{karip-hossain-2026-alienannotators,
    title = "{A}lien{A}nnotators at {P}sy{D}ef{D}etect: What Lies Between the Lines: Probing Lightweight Open-Source {LLM}s for Psychological Defense Mechanism Detection",
    author = "Karip, Siam  and
      Hossain, Nahid",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.28/",
    pages = "213--223",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{kumari-etal-2026-team,
    title = "Team Aurum at {M}ed{E}x{ACT} 2026@{ACL}: Data Augmentation and Clinical Longformer Fine-Tuning for Medical Decision Extraction",
    author = "Kumari, Jyoti  and
      Ulli, Vinay  and
      Mondal, Anindita",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.29/",
    pages = "224--228",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{li-yang-2026-njust,
    title = "{NJUST}-{KMG} at {M}ed{G}en{V}id{QA} 2026: Cascade Multi-modal Alignment with {G}aussian Soft Priors for Medical Visual Answer Localization",
    author = "Li, Jinglong  and
      Yang, Yang",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.30/",
    pages = "229--232",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{sermsrisuwan-etal-2026-lamar,
    title = "{LAMAR}-2 at {M}ed{G}en{V}id{QA} 2026: Visual Answer Localization in Medical Videos via Multimodal {LLM} and Context-Augmented Prompting",
    author = "Sermsrisuwan, Watcharitpol  and
      Lekuthai, Nopporn  and
      Yoadsanit, Seksan  and
      Achakulvisut, Titipat",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.31/",
    pages = "233--242",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{dhaktode-etal-2026-varja,
    title = "Varja-Dominators at {M}ed{G}en{V}id{QA} 2026: Hybrid Video and Document Retrieval using {P}ub{M}ed{BERT}, T5 Query Expansion, and Cross-Encoder Re-Ranking",
    author = "Dhaktode, Pratik  and
      Bighane, Suhani  and
      Phakatkar, Anupama",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.32/",
    pages = "243--247",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{ebinesar-etal-2026-pride,
    title = "Pride-Boiler at {M}ed{G}en{V}id{QA} 2026: {LLM}-Augmented {BM}25 Retrieval with Corrective Self-Verification for Biomedical Evidence Retrieval",
    author = "Ebinesar, Basil  and
      Jiang, Keyuan  and
      Maddineni, Charansai  and
      Raja, Ashok",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.33/",
    pages = "248--256",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{tian-dogan-2026-seahawk,
    title = "Seahawk at {M}ed{G}en{V}id{QA} 2026: {LLM} Segment-Range Selection for Medical Visual Answer Localization",
    author = "Tian, Xiaotian  and
      Dogan, Gulustan",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.34/",
    pages = "257--261",
    ISBN = "979-8-89176-435-4"
}
@inproceedings{demirhan-zadrozny-2026-uncc,
    title = "{UNCC} at {M}ed{G}en{V}id{QA} 2026: Structured Temporal Grounding for Medical Video Question Answering",
    author = "Demirhan, Hilmi  and
      Zadrozny, Wlodek",
    editor = "Gupta, Deepak  and
      Demner-Fushman, Dina",
    booktitle = "Proceedings of the {B}io{NLP} 2026 (Shared Tasks)",
    month = jul,
    year = "2026",
    address = "San Diego, California, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.bionlp-2.35/",
    pages = "262--269",
    ISBN = "979-8-89176-435-4"
}