| Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? | Nov 6, 2024 | Medical Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA | Apr 30, 2025 | Information RetrievalMedical Question Answering | CodeCode Available | 0 |
| Medical Question Summarization with Entity-driven Contrastive Learning | Apr 15, 2023 | Contrastive LearningMedical Question Answering | CodeCode Available | 0 |
| Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision | Sep 30, 2022 | Medical Question AnsweringQuestion Answering | CodeCode Available | 0 |
| A Benchmark for Long-Form Medical Question Answering | Nov 14, 2024 | Answer GenerationForm | CodeCode Available | 0 |
| MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning | Apr 27, 2024 | Answer GenerationMedical Question Answering | CodeCode Available | 0 |
| JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability | Feb 27, 2024 | GPUInformation Retrieval | CodeCode Available | 0 |
| MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical Structures | Oct 20, 2024 | Answer GenerationInformativeness | CodeCode Available | 0 |
| Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering | Mar 7, 2024 | Information RetrievalLanguage Modelling | CodeCode Available | 0 |
| Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained Reflection | Jun 11, 2025 | Medical Question AnsweringMedQA | CodeCode Available | 0 |
| Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation Tasks | Mar 5, 2025 | Medical Question Answeringparameter-efficient fine-tuning | CodeCode Available | 0 |
| Enhancing Healthcare LLM Trust with Atypical Presentations Recalibration | Sep 5, 2024 | Decision MakingMedical Question Answering | CodeCode Available | 0 |
| HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision Making | Sep 16, 2024 | Answer GenerationDecision Making | CodeCode Available | 0 |
| AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and Healthcare | May 26, 2025 | BenchmarkingMedical Diagnosis | CodeCode Available | 0 |
