SOTAVerified

MedQA

Papers

Showing 125 of 80 papers

TitleStatusHype
Biomed-Enriched: A Biomedical Dataset Enriched with LLMs for Pretraining and Extracting Rare and Hidden Content0
Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing0
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards0
Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs0
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained ReflectionCode0
Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation0
Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble0
WiNGPT-3.0 Technical ReportCode0
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and VerificationCode0
Synthetic Data RL: Task Definition Is All You NeedCode2
MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reportsCode1
Disentangling Reasoning and Knowledge in Medical Large Language Models0
What Does Neuro Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs0
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage0
CliniChat: A Multi-Source Knowledge-Driven Framework for Clinical Interview Dialogue Reconstruction and Evaluation0
Evaluation of the phi-3-mini SLM for identification of texts related to medicine, health, and sports injuries0
Susceptibility of Large Language Models to User-Driven Factors in Medical Queries0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems0
MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation0
Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework0
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision SupportCode2
AutoMedPrompt: A New Framework for Optimizing LLM Medical Prompts Using Textual Gradients0
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge0
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning0
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