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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
MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningCode2
GreaseLM: Graph REASoning Enhanced Language Models for Question AnsweringCode2
Synthetic Data RL: Task Definition Is All You NeedCode2
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical ExamsCode2
Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision SupportCode2
Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge EncodingCode1
MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reportsCode1
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive TasksCode1
Kformer: Knowledge Injection in Transformer Feed-Forward LayersCode1
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question AnsweringCode1
Towards Expert-Level Medical Question Answering with Large Language ModelsCode1
Variational Open-Domain Question AnsweringCode1
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question AnsweringCode1
Can large language models reason about medical questions?Code1
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical ReasoningCode1
Relation-Aware Language-Graph Transformer for Question AnsweringCode1
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question AnsweringCode1
MedQA-CS: Benchmarking Large Language Models Clinical Skills Using an AI-SCE FrameworkCode1
Large Language Models Encode Clinical KnowledgeCode1
O1 Replication Journey -- Part 3: Inference-time Scaling for Medical ReasoningCode1
MedMobile: A mobile-sized language model with expert-level clinical capabilitiesCode0
Med-REFL: Medical Reasoning Enhancement via Self-Corrected Fine-grained ReflectionCode0
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving AgentsCode0
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical KnowledgeCode0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
Language Models are Surprisingly Fragile to Drug Names in Biomedical BenchmarksCode0
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation OncologyCode0
TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and VerificationCode0
LM^2: A Simple Society of Language Models Solves Complex ReasoningCode0
WiNGPT-3.0 Technical ReportCode0
IMAS: A Comprehensive Agentic Approach to Rural Healthcare DeliveryCode0
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
Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble—0
SM70: A Large Language Model for Medical Devices—0
Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework—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
Susceptibility of Large Language Models to User-Driven Factors in Medical Queries—0
What Does Neuro Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs—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
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