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medical question answering

70 papers

MEDICAL Q&A MEDICAL QA MEDICALQA MEDQA MQA

Papers

Generating Multiple-choice Questions for Medical Question Answering with Distractors and Cue-masking COLING 2024 KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques ACL 2024 MedExQA: Medical Question Answering Benchmark with Multiple Explanations ACL 2024 Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024 MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning NAACL 2024 MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NeurIPS 2024 MedLogic-AQA: Enhancing Medicare Question Answering with Abstractive Models Focusing on Logical Structures EMNLP 2024 ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering ACL 2024 To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ACL 2024 ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model ACL 2024 Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset NeurIPS 2023 Diffusion-based Visual Representation Learning for Medical Question Answering ACML 2023 FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering AAAI 2023 Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision COLING 2022 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results ACL 2021 NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization NAACL 2021 Exploiting Sentence Embedding for Medical Question Answering AAAI 2019 On the Summarization of Consumer Health Questions ACL 2019 Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment ACL 2019