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TitleStatusHype
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in MedicineCode5
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
Synthetic Data RL: Task Definition Is All You NeedCode2
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision SupportCode2
MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningCode2
GreaseLM: Graph REASoning Enhanced Language Models for Question AnsweringCode2
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsCode2
MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reportsCode1
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical ReasoningCode1
MedQA-CS: Benchmarking Large Language Models Clinical Skills Using an AI-SCE FrameworkCode1
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical ReasoningCode1
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question AnsweringCode1
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive TasksCode1
Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge EncodingCode1
Towards Expert-Level Medical Question Answering with Large Language ModelsCode1
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question AnsweringCode1
Large Language Models Encode Clinical KnowledgeCode1
Relation-Aware Language-Graph Transformer for Question AnsweringCode1
Variational Open-Domain Question AnsweringCode1
Can large language models reason about medical questions?Code1
Kformer: Knowledge Injection in Transformer Feed-Forward LayersCode1
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question AnsweringCode1
Biomed-Enriched: A Biomedical Dataset Enriched with LLMs for Pretraining and Extracting Rare and Hidden Content—0
Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs—0
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards—0
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained ReflectionCode0
Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation—0
Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble—0
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and VerificationCode0
WiNGPT-3.0 Technical ReportCode0
Disentangling Reasoning and Knowledge in Medical Large Language Models—0
What Does Neuro Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs—0
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage—0
CliniChat: A Multi-Source Knowledge-Driven Framework for Clinical Interview Dialogue Reconstruction and Evaluation—0
Evaluation of the phi-3-mini SLM for identification of texts related to medicine, health, and sports injuries—0
Susceptibility of Large Language Models to User-Driven Factors in Medical Queries—0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation—0
Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework—0
AutoMedPrompt: A New Framework for Optimizing LLM Medical Prompts Using Textual Gradients—0
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge—0
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning—0
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding—0
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering—0
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models—0
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset—0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
IMAS: A Comprehensive Agentic Approach to Rural Healthcare DeliveryCode0
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