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Showing 1–50 of 80 papers

TitleStatusHype
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in MedicineCode5
Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up QuestionsCode4
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision SupportCode2
GreaseLM: Graph REASoning Enhanced Language Models for Question AnsweringCode2
Synthetic Data RL: Task Definition Is All You NeedCode2
MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningCode2
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsCode2
Towards Expert-Level Medical Question Answering with Large Language ModelsCode1
MedQA-CS: Benchmarking Large Language Models Clinical Skills Using an AI-SCE FrameworkCode1
Relation-Aware Language-Graph Transformer for Question AnsweringCode1
Kformer: Knowledge Injection in Transformer Feed-Forward LayersCode1
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question AnsweringCode1
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical ReasoningCode1
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive TasksCode1
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question AnsweringCode1
Variational Open-Domain Question AnsweringCode1
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question AnsweringCode1
Large Language Models Encode Clinical KnowledgeCode1
MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reportsCode1
Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge EncodingCode1
Can large language models reason about medical questions?Code1
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical ReasoningCode1
Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training—0
Generating multiple-choice questions for medical question answering with distractors and cue-masking—0
GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering—0
GreaseLM: Graph REASoning Enhanced Language Models—0
Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering—0
Instruction Tuning and CoT Prompting for Contextual Medical QA with LLMs—0
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs—0
KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations—0
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models—0
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing—0
MDTeamGPT: A Self-Evolving LLM-based Multi-Agent Framework for Multi-Disciplinary Team Medical Consultation—0
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering—0
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering—0
Medical Exam Question Answering with Large-scale Reading Comprehension—0
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards—0
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding—0
MMDS: A Multimodal Medical Diagnosis System Integrating Image Analysis and Knowledge-based Departmental Consultation—0
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning—0
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models—0
Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond—0
Reliable and diverse evaluation of LLM medical knowledge mastery—0
Disentangling Reasoning and Knowledge in Medical Large Language Models—0
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge—0
A False Sense of Privacy: Evaluating Textual Data Sanitization Beyond Surface-level Privacy Leakage—0
AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset—0
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments—0
Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents—0
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?—0
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