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Medical Question Answering

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Showing 51–100 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
Superhuman performance in urology board questions by an explainable large language model enabled for context integration of the European Association of Urology guidelines: the UroBot study—0
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study—0
Efficient Medical Question Answering with Knowledge-Augmented Question GenerationCode0
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal LearningCode0
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction—0
emrQA-msquad: A Medical Dataset Structured with the SQuAD V2.0 Framework, Enriched with emrQA Medical Information—0
Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language ModelsCode2
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering—0
MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training—0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models—0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond—0
Benchmarking Retrieval-Augmented Generation for MedicineCode4
KnowTuning: Knowledge-aware Fine-tuning for Large Language ModelsCode1
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsCode2
AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction SimulatorCode2
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language ModelsCode2
MedLM: Exploring Language Models for Medical Question Answering SystemsCode1
Towards Efficient Methods in Medical Question Answering using Knowledge Graph EmbeddingsCode0
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering—0
Unifying Corroborative and Contributive Attributions in Large Language Models—0
PEFT-MedAware: Large Language Model for Medical Awareness—0
Large Language Models are In-context Teachers for Knowledge Reasoning—0
Continuous Training and Fine-tuning for Domain-Specific Language Models in Medical Question Answering—0
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