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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
PMC-LLaMA: Towards Building Open-source Language Models for MedicineCode2
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsCode2
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language ModelsCode2
GreaseLM: Graph REASoning Enhanced Language Models for Question AnsweringCode2
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical ReasoningCode2
Huatuo-26M, a Large-scale Chinese Medical QA DatasetCode2
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical ReasoningCode2
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction SimulatorCode2
Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language ModelsCode2
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
Question-Driven Summarization of Answers to Consumer Health QuestionsCode1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
Integrating UMLS Knowledge into Large Language Models for Medical Question AnsweringCode1
Mitigating Unintended Memorization with LoRA in Federated Learning for LLMsCode1
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resourcesCode1
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge GraphsCode1
Large language model validity via enhanced conformal prediction methodsCode1
Walk the Talk? Measuring the Faithfulness of Large Language Model ExplanationsCode1
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language ModelsCode1
Rationale-Guided Retrieval Augmented Generation for Medical Question AnsweringCode1
MedLM: Exploring Language Models for Medical Question Answering SystemsCode1
Relation-Aware Language-Graph Transformer for Question AnsweringCode1
Kformer: Knowledge Injection in Transformer Feed-Forward LayersCode1
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuningCode1
STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-AnsweringCode1
KnowTuning: Knowledge-aware Fine-tuning for Large Language ModelsCode1
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language ModelCode1
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question AnsweringCode1
Towards Expert-Level Medical Question Answering with Large Language ModelsCode1
Benchmarking large language models for biomedical natural language processing applications and recommendationsCode1
Addressing Overprescribing Challenges: Fine-Tuning Large Language Models for Medication Recommendation TasksCode0
AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and HealthcareCode0
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical StructuresCode0
Aligning Large Language Models for Clinical TasksCode0
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained ReflectionCode0
Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question AnsweringCode0
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMsCode0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative StructuresCode0
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?Code0
Leveraging Online Data to Enhance Medical Knowledge in a Small Persian Language ModelCode0
Medical Question Summarization with Entity-driven Contrastive LearningCode0
Enhancing Healthcare LLM Trust with Atypical Presentations RecalibrationCode0
MedExQA: Medical Question Answering Benchmark with Multiple ExplanationsCode0
A Benchmark for Long-Form Medical Question AnsweringCode0
Towards Efficient Methods in Medical Question Answering using Knowledge Graph EmbeddingsCode0
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-SupervisionCode0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
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