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| What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams | Sep 28, 2020 | MedQAMultiple-choice | CodeCode Available | 2 |
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| Synthetic Data RL: Task Definition Is All You Need | May 18, 2025 | AllGSM8K | CodeCode Available | 2 |
| MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning | Nov 16, 2023 | MedQAMMLU | CodeCode Available | 2 |
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| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning | Jan 11, 2025 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Kformer: Knowledge Injection in Transformer Feed-Forward Layers | Jan 15, 2022 | Language ModellingMedical Question Answering | CodeCode Available | 1 |
| Can large language models reason about medical questions? | Jul 17, 2022 | MedQAMultiple-choice | CodeCode Available | 1 |
| FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering | Feb 23, 2023 | Knowledge GraphsMedical Question Answering | CodeCode Available | 1 |
| Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks | May 28, 2023 | MedQAMemorization | CodeCode Available | 1 |
| QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering | Apr 13, 2021 | Common Sense ReasoningGraph Representation Learning | CodeCode Available | 1 |
| Large Language Models Encode Clinical Knowledge | Dec 26, 2022 | Clinical KnowledgeMedQA | CodeCode Available | 1 |
| MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports | May 16, 2025 | DiagnosticMath | CodeCode Available | 1 |
| MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning | Jun 3, 2024 | DiagnosticMedQA | CodeCode Available | 1 |
| CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering | Jan 30, 2025 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments | May 13, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Biomed-Enriched: A Biomedical Dataset Enriched with LLMs for Pretraining and Extracting Rare and Hidden Content | Jun 25, 2025 | ArticlesContinual Pretraining | —Unverified | 0 |
