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Medical Question Answering

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Showing 26–50 of 139 papers

TitleStatusHype
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question AnsweringCode1
Relation-Aware Language-Graph Transformer for Question AnsweringCode1
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge GraphsCode1
Kformer: Knowledge Injection in Transformer Feed-Forward LayersCode1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
Question-Driven Summarization of Answers to Consumer Health QuestionsCode1
From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents—0
Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs—0
MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models—0
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained ReflectionCode0
ClinBench-HPB: A Clinical Benchmark for Evaluating LLMs in Hepato-Pancreato-Biliary Diseases—0
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs—0
MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering—0
ER-REASON: A Benchmark Dataset for LLM-Based Clinical Reasoning in the Emergency Room—0
AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and HealthcareCode0
Task Specific Pruning with LLM-Sieve: How Many Parameters Does Your Task Really Need?—0
Collaboration among Multiple Large Language Models for Medical Question Answering—0
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language ModelCode0
What Does Neuro Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs—0
Building a Human-Verified Clinical Reasoning Dataset via a Human LLM Hybrid Pipeline for Trustworthy Medical AI—0
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding—0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QACode0
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs—0
PR-Attack: Coordinated Prompt-RAG Attacks on Retrieval-Augmented Generation in Large Language Models via Bilevel Optimization—0
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