medical question answering

MedEx: Enhancing Medical Question-Answering with First-Order Logic based Reasoning and Knowledge Injection COLING 2025 MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models EMNLP 2025 Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation ACL 2025 Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025 PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models IJCNLP 2025 Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025 Rationale-Guided Retrieval Augmented Generation for Medical Question Answering NAACL 2025 RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering EMNLP 2025 SAHA: Samvad AI for Healthcare Assistance AACL 2025 Training Medical QA Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions EMNLP 2025 Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025 Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025 Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025 UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025 Will Gen Z users look for evidence to verify QA System-generated answers? NAACL 2025 AraMed: Arabic Medical Question Answering using Pretrained Transformer Language Models COLING 2024 Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering EMNLP 2024 Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024 CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures EMNLP 2024 ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024 DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents NAACL 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration EMNLP 2024 Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering EMNLP 2024