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Medical Question Answering

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Showing 1–50 of 139 papers

TitleStatusHype
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
Benchmarking Retrieval-Augmented Generation for MedicineCode4
Huatuo-26M, a Large-scale Chinese Medical QA DatasetCode2
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical ReasoningCode2
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language ModelsCode2
Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language ModelsCode2
PMC-LLaMA: Towards Building Open-source Language Models for MedicineCode2
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsCode2
GreaseLM: Graph REASoning Enhanced Language Models for Question AnsweringCode2
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical ReasoningCode2
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction SimulatorCode2
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
Kformer: Knowledge Injection in Transformer Feed-Forward LayersCode1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language ModelCode1
STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-AnsweringCode1
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resourcesCode1
Relation-Aware Language-Graph Transformer for Question AnsweringCode1
Question-Driven Summarization of Answers to Consumer Health QuestionsCode1
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question AnsweringCode1
Rationale-Guided Retrieval Augmented Generation for Medical Question AnsweringCode1
Walk the Talk? Measuring the Faithfulness of Large Language Model ExplanationsCode1
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language ModelsCode1
MedLM: Exploring Language Models for Medical Question Answering SystemsCode1
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge GraphsCode1
Mitigating Unintended Memorization with LoRA in Federated Learning for LLMsCode1
KnowTuning: Knowledge-aware Fine-tuning for Large Language ModelsCode1
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuningCode1
Integrating UMLS Knowledge into Large Language Models for Medical Question AnsweringCode1
Large language model validity via enhanced conformal prediction methodsCode1
Benchmarking large language models for biomedical natural language processing applications and recommendationsCode1
Towards Expert-Level Medical Question Answering with Large Language ModelsCode1
Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases—0
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering—0
An Empirical Evaluation of Large Language Models on Consumer Health Questions—0
Collaboration among Multiple Large Language Models for Medical Question Answering—0
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge—0
ClinBench-HPB: A Clinical Benchmark for Evaluating LLMs in Hepato-Pancreato-Biliary Diseases—0
Challenges of GPT-3-based Conversational Agents for Healthcare—0
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow—0
Generating multiple-choice questions for medical question answering with distractors and cue-masking—0
Finding Similar Medical Questions from Question Answering Websites—0
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records—0
GreaseLM: Graph REASoning Enhanced Language Models—0
IITP at MEDIQA 2019: Systems Report for Natural Language Inference, Question Entailment and Question Answering—0
Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs—0
Do Large Language Models have Shared Weaknesses in Medical Question Answering?—0
Calibrating Uncertainty Quantification of Multi-Modal LLMs using Grounding—0
Generating Explanations in Medical Question-Answering by Expectation Maximization Inference over Evidence—0
Exploiting Sentence Embedding for Medical Question Answering—0
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