---
title: "BioNLP 2026 — all accepted papers, page 2 — Elamur Research"
description: "All 124 papers of BioNLP 2026 · page 2 of 2, the most cited first; those with our summary link to it."
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# BioNLP 2026: all accepted papers

124 papers · page 2 of 2 · the most cited first · [← BioNLP 2026](https://md.research.elamur.ai/free/en/venues/bionlp/2026/)

[← prev](https://md.research.elamur.ai/free/en/venues/bionlp/2026/papers/) [1](https://md.research.elamur.ai/free/en/venues/bionlp/2026/papers/) **2**

101. **[Towards a Radiologist Imitation Framework for 3D CT Diagnosis with Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/zhang-2026-radiologist-imitation-framework-3d-ct/)**Kaidi Zhang, Zhiyuan Yan, Gao Cheng et al.*our summary*
102. **[TrackList: Tracing Back Query Linguistic Diversity for Head and Tail Medical Knowledge in Open Large Language Models ↗](https://aclanthology.org/2026.bionlp-1.33/)**Ioana Buhnila, Aman Sinha, Mathieu Constant
103. **[Trade-offs in Medical LLM Adaptation: An Empirical Study in French QA ↗](https://aclanthology.org/2026.bionlp-1.19/)**Ikram Belmadani, Oumaima El Khettari, Carlos Ramisch et al.
104. **[Training Biomedical Retrievers From Large-Scale Citation Contexts](https://md.research.elamur.ai/free/en/papers/wang-2026-training-biomedical-retrievers-large-scale/)**Xing David Wang, Duy Le Thanh, Ulf Leser*our summary*
105. **[Treating Decoder-Only LLMs as Encoders: A Simple and Effective Fine-tuning Approach for Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/yano-2026-treating-decoder-only-llms-as/)**Ken Yano, Hiroya Takamura*our summary*
106. **[Trustworthy NLP for Low-Resource Languages: Agent-Based Uncertainty Modeling for Hebrew Radiology Report Structuring](https://md.research.elamur.ai/free/en/papers/atya-2026-trustworthy-nlp-low-resource-languages/)**Hadas Ben Atya, Naama Gavrielov, Zvi Badash et al.*our summary*
107. **[UNCC at MedGenVidQA 2026: Structured Temporal Grounding for Medical Video Question Answering ↗](https://aclanthology.org/2026.bionlp-2.35/)**Hilmi Demirhan, Wlodek Zadrozny
108. **[UTS at PsyDefDetect: Multi-Agent Councils and Absence-Based Reasoning for Defense Mechanism Classification ↗](https://aclanthology.org/2026.bionlp-2.6/)**Dima Galat, Marian Rizoiu
109. **[Uncertainty-Aware Multi-Label Routing of Clinical Text to Surveillance Pathways](https://md.research.elamur.ai/free/en/papers/zecevic-2026-uncertainty-aware-multi-label-routing/)**Agathe Zecevic, Sebastian Zeki, Angus Roberts*our summary*
110. **[Using Synthetic Records to Improve Automated Identification of Seizure Freedom in Clinical Text about People with Epilepsy ↗](https://aclanthology.org/2026.bionlp-1.3/)**Stephen H. Barlow, Yujian Gan, Joe Davies et al.
111. **[VERICITE: Evaluating Sentence-Level Citation Faithfulness in Retrieval-Augmented Medical Question Answering](https://md.research.elamur.ai/free/en/papers/ma-2026-vericite-evaluating-sentence-level-citation/)**Yixian Ma, Bohao Chu, Norbert Fuhr*our summary*
112. **[VISHC at PsyDefDetect: Mitigating Data Scarcity in Psychological Defense Classification with Context-Aware Synthetic Augmentation](https://md.research.elamur.ai/free/en/papers/vu-2026-vishc-psydefdetect-mitigating-data-scarcity/)**Hoang-Thuy-Duong Vu, Quoc-Cuong Pham, Huy-Hieu Pham*our summary*
113. **[Varja-Dominators at MedGenVidQA 2026: Hybrid Video and Document Retrieval using PubMedBERT, T5 Query Expansion, and Cross-Encoder Re-Ranking ↗](https://aclanthology.org/2026.bionlp-2.32/)**Pratik Dhaktode, Suhani Bighane, Anupama Phakatkar
114. **[VaxScope: Document-Level Structured Evidence Extraction from Immunization Systematic Reviews ↗](https://aclanthology.org/2026.bionlp-1.69/)**Bahar Ilgen, Ebenezer Awotoro, Georges Hattab
115. **[VerbaNexAI at ClinicalSkillQA: From Visual Evidence to Procedural Order A Two-Stage Generative Vision-Language Framework for ClinSkillQA](https://md.research.elamur.ai/free/en/papers/tovar-2026-verbanexai-clinicalskillqa-visual-evidence-procedural/)**Andrea Menco Tovar, Jairo E. Serrano, Edwin Puertas et al.*our summary*
116. **[What Do Biomedical NER and Entity Linking Benchmarks Measure? A Corpus-Centric Diagnostic Framework ↗](https://aclanthology.org/2026.bionlp-1.66/)**Robert Leaman, Rezarta Islamaj, Zhiyong Lu
117. **[When Demographic Sensitivity Isn't What It Seems: Baseline-Aware Counterfactual Audits for Clinical NLP](https://md.research.elamur.ai/free/en/papers/yoo-2026-when-demographic-sensitivity-isn-t/)**Hyunwoo Yoo*our summary*
118. **[When Does Retrieval Beat Direct LLM Diagnosis in Rare Disease? An Empirical Study of Ontology Coverage ↗](https://aclanthology.org/2026.bionlp-1.41/)**Mohamed Elmofty, Ulf Leser
119. **[When Evidence Conflicts: Uncertainty and Order Effects in Retrieval-Augmented Biomedical Question Answering ↗](https://aclanthology.org/2026.bionlp-1.50/)**Yikun Han, Mengfei Lan, Halil Kilicoglu
120. **[When Retrieval Doesn't Help: A Large-Scale Study of Biomedical RAG](https://md.research.elamur.ai/free/en/papers/nourbakhsh-2026-when-retrieval-doesn-t-help/)**Erfan Nourbakhsh, Rocky Slavin, Ke Yang et al.*our summary*
121. **[Zero-Shot, Fine-Tuned, and Retrieval-Augmented Extraction of Clinical Decisions with Corpus Boundary Diagnostics ↗](https://aclanthology.org/2026.bionlp-2.20/)**Mohammed Alliheedi, Robert Mercer, Anemily Machina et al.
122. **[transformer_1376 at PsyDefDetect: A QLoRA-Based Generative Framework for Context-Aware Psychological Defense Mechanism Detection](https://md.research.elamur.ai/free/en/papers/saha-2026-transformer-1376-psydefdetect-qlora-based/)**Pritha Saha, Shuvodwip Saha, Anik Mahmud Shanto*our summary*
123. **[zzucs at PsyDefDetect: Bridging Long-Tail Imbalance and Clinical Rubrics for DMRS Defense-Level Detection ↗](https://aclanthology.org/2026.bionlp-2.3/)**Bin Huang, Liuyuan Su, Kaixuan Yuan et al.
124. **[zzunlp at ClinicalSkillQA: Perceive-and-Plan with Decomposed In-Context Learning and Saliency-Guided Perception for Clinical Skill Keyframe Reordering ↗](https://aclanthology.org/2026.bionlp-2.4/)**Bin Huang, Yi Luo, Zhontian Hua et al.

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