| Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases | Sep 13, 2024 | Medical Question AnsweringNavigate | —Unverified | 0 | 0 |
| Continuous Training and Fine-tuning for Domain-Specific Language Models in Medical Question Answering | Nov 1, 2023 | Medical Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering | Jan 15, 2024 | Cross-Modal RetrievalMedical Diagnosis | —Unverified | 0 | 0 |
| DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering | Aug 1, 2019 | Medical Question AnsweringMulti-Task Learning | —Unverified | 0 | 0 |
| emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information | Apr 18, 2024 | Decision MakingMachine Reading Comprehension | —Unverified | 0 | 0 |
| Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models | Oct 17, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 | 0 |
| Mitigating the Risk of Health Inequity Exacerbated by Large Language Models | Oct 7, 2024 | Bias DetectionMedical Question Answering | —Unverified | 0 | 0 |
| Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering | Aug 8, 2024 | Medical Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room | May 28, 2025 | Medical Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems | Mar 19, 2025 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Exploiting Sentence Embedding for Medical Question Answering | Nov 15, 2018 | Medical Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Do Large Language Models have Shared Weaknesses in Medical Question Answering? | Oct 11, 2023 | Medical Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs | Apr 15, 2025 | Medical Question AnsweringQuestion Answering | —Unverified | 0 | 0 |
| Finding Similar Medical Questions from Question Answering Websites | Oct 14, 2018 | DiversityMedical Question Answering | —Unverified | 0 | 0 |
| Fine-Tuning LLMs for Reliable Medical Question-Answering Services | Oct 21, 2024 | Decision MakingMedical Question Answering | —Unverified | 0 | 0 |
| From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents | Jun 18, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records | Feb 2, 2022 | Clinical Concept ExtractionLanguage Modeling | —Unverified | 0 | 0 |
| Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence | Oct 2, 2023 | Explanation GenerationMedical Question Answering | —Unverified | 0 | 0 |
| Generating multiple-choice questions for medical question answering with distractors and cue-masking | Mar 13, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| GreaseLM: Graph REASoning Enhanced Language Models | Sep 29, 2021 | Knowledge GraphsMedical Question Answering | —Unverified | 0 | 0 |
| IITP at MEDIQA 2019: Systems Report for Natural Language Inference, Question Entailment and Question Answering | Jun 14, 2019 | Medical Question AnsweringNatural Language Inference | —Unverified | 0 | 0 |
| Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization | Feb 18, 2025 | Information RetrievalMedical Question Answering | —Unverified | 0 | 0 |
| Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs | May 30, 2025 | Fact CheckingHallucination | —Unverified | 0 | 0 |
| Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs | Jun 13, 2025 | Medical Question AnsweringMedQA | —Unverified | 0 | 0 |
| Large Language Model Benchmarks in Medical Tasks | Oct 28, 2024 | Image CaptioningLanguage Modeling | —Unverified | 0 | 0 |