medical nlp

Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks EACL 2026 Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026 Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026 Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models EMNLP 2025 BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025 ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025 GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ACL 2025 Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025 Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025 Transformer-Based Medical Statement Classification in Doctor-Patient Dialogues ACL 2025 Creating Ontology-annotated Corpora from Wikipedia for Medical Named-entity Recognition ACL 2024 Experiments in Automated Generation of Discharge Summaries in Italian COLING 2024 Italian Word Embeddings for the Medical Domain COLING 2024 Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition COLING 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NeurIPS 2024 MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch NAACL 2024 MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NeurIPS 2024 A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023 CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care NeurIPS 2023 KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SemEval 2023