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MedQA

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Showing 125 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
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 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
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