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Medical Question Answering

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Showing 101–139 of 139 papers

TitleStatusHype
MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways—0
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering—0
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering—0
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering—0
MedGo: A Chinese Medical Large Language Model—0
MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models—0
Medical Knowledge-enriched Textual Entailment Framework—0
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications—0
MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering—0
Med-RLVR: Emerging Medical Reasoning from a 3B base model via reinforcement Learning—0
MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models—0
MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering—0
MRC-based Medical NER with Multi-task Learning and Multi-strategies—0
MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training—0
Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access—0
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language ModelCode0
Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question AnsweringCode0
Efficient Medical Question Answering with Knowledge-Augmented Question GenerationCode0
Towards Efficient Methods in Medical Question Answering using Knowledge Graph EmbeddingsCode0
Diagnosing Medical Datasets with Training DynamicsCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
MedExQA: Medical Question Answering Benchmark with Multiple ExplanationsCode0
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative StructuresCode0
The Limited Impact of Medical Adaptation of Large Language and Vision-Language ModelsCode0
Aligning Large Language Models for Clinical TasksCode0
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?Code0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
Medical Question Summarization with Entity-driven Contrastive LearningCode0
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-SupervisionCode0
A Benchmark for Long-Form Medical Question AnsweringCode0
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal LearningCode0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical StructuresCode0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained ReflectionCode0
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation TasksCode0
Enhancing Healthcare LLM Trust with Atypical Presentations RecalibrationCode0
HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision MakingCode0
AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and HealthcareCode0
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