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Medical Question Answering

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Showing 51–75 of 139 papers

TitleStatusHype
Fine-Tuning LLMs for Reliable Medical Question-Answering Services—0
MedLogic-AQA: Enhancing Medical Question Answering with Abstractive Models Focusing on Logical StructuresCode0
Mitigating the Risk of Health Inequity Exacerbated by Large Language Models—0
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative StructuresCode0
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow—0
Development and bilingual evaluation of Japanese medical large language model within reasonably low computational resourcesCode1
HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision MakingCode0
Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases—0
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications—0
Enhancing Healthcare LLM Trust with Atypical Presentations RecalibrationCode0
A Survey for Large Language Models in Biomedicine—0
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models—0
MultiMed: Massively Multimodal and Multitask Medical Understanding—0
Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question AnsweringCode0
Enhancing Healthcare through Large Language Models: A Study on Medical Question Answering—0
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language ModelsCode1
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
Uncertainty Estimation of Large Language Models in Medical Question Answering—0
SemioLLM: Assessing Large Language Models for Semiological Analysis in Epilepsy Research—0
STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-AnsweringCode1
70B-parameter large language models in Japanese medical question-answering—0
Large language model validity via enhanced conformal prediction methodsCode1
MedExQA: Medical Question Answering Benchmark with Multiple ExplanationsCode0
TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models—0
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering—0
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