| Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering | Mar 7, 2024 | Information RetrievalLanguage Modelling | CodeCode Available | 0 |
| To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering | Mar 4, 2024 | MedQAMMLU | CodeCode Available | 1 |
| KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations | Mar 3, 2024 | MedQAMMLU | —Unverified | 0 |
| OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models | Feb 29, 2024 | Medical Question AnsweringMedQA | —Unverified | 0 |
| Word-Sequence Entropy: Towards Uncertainty Estimation in Free-Form Medical Question Answering Applications and Beyond | Feb 22, 2024 | FormMedical Question Answering | —Unverified | 0 |
| SM70: A Large Language Model for Medical Devices | Dec 12, 2023 | Decision MakingInformation Retrieval | —Unverified | 0 |
| Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine | Nov 28, 2023 | Electrical EngineeringExperimental Design | CodeCode Available | 5 |
| MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning | Nov 16, 2023 | MedQAMMLU | CodeCode Available | 2 |
| MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering | Sep 27, 2023 | In-Context LearningMedical Question Answering | —Unverified | 0 |
| Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs | Sep 6, 2023 | HallucinationKnowledge Graphs | —Unverified | 0 |
| Challenges of GPT-3-based Conversational Agents for Healthcare | Aug 28, 2023 | Medical Question AnsweringMedQA | —Unverified | 0 |
| Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks | May 28, 2023 | MedQAMemorization | CodeCode Available | 1 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Towards Expert-Level Medical Question Answering with Large Language Models | May 16, 2023 | Medical Question AnsweringMedQA | CodeCode Available | 1 |
| 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 Oncology | Apr 24, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents | Mar 30, 2023 | Conversation SummarizationLanguage Modeling | CodeCode Available | 0 |
| GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering | Mar 22, 2023 | Common Sense ReasoningKnowledge Graphs | —Unverified | 0 |
| Generating multiple-choice questions for medical question answering with distractors and cue-masking | Mar 13, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering | Feb 23, 2023 | Knowledge GraphsMedical Question Answering | CodeCode Available | 1 |
| Large Language Models Encode Clinical Knowledge | Dec 26, 2022 | Clinical KnowledgeMedQA | CodeCode Available | 1 |
| Relation-Aware Language-Graph Transformer for Question Answering | Dec 2, 2022 | Medical Question AnsweringMedQA | CodeCode Available | 1 |
| Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering | Oct 1, 2022 | MedQAQuestion Answering | —Unverified | 0 |
| Variational Open-Domain Question Answering | Sep 23, 2022 | Language ModellingMedQA | CodeCode Available | 1 |
| Can large language models reason about medical questions? | Jul 17, 2022 | MedQAMultiple-choice | CodeCode Available | 1 |
| GreaseLM: Graph REASoning Enhanced Language Models for Question Answering | Jan 21, 2022 | Knowledge GraphsMedical Question Answering | CodeCode Available | 2 |
