Efficient Medical Question Answering with Knowledge-Augmented Question Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Khlaut, Julien, Dancette, Corentin, Ferreres, Elodie, Bennani, Alaedine, Hérent, Paul, Manceron, Pierre |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering
by: Butsanets, Léo, et al.
Published: (2025)
by: Butsanets, Léo, et al.
Published: (2025)
RadSAM: Segmenting 3D radiological images with a 2D promptable model
by: Khlaut, Julien, et al.
Published: (2025)
by: Khlaut, Julien, et al.
Published: (2025)
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
by: Shi, Yucheng, et al.
Published: (2023)
by: Shi, Yucheng, et al.
Published: (2023)
AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering
by: Wang, Ziqing, et al.
Published: (2025)
by: Wang, Ziqing, et al.
Published: (2025)
ONCOPILOT: A Promptable CT Foundation Model For Solid Tumor Evaluation
by: Machado, Léo, et al.
Published: (2024)
by: Machado, Léo, et al.
Published: (2024)
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering
by: Cabello, Laura, et al.
Published: (2024)
by: Cabello, Laura, et al.
Published: (2024)
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor
by: Cho, Jeonghun, et al.
Published: (2025)
by: Cho, Jeonghun, et al.
Published: (2025)
RAG-X: Systematic Diagnosis of Retrieval-Augmented Generation for Medical Question Answering
by: Sivakumar, Aswini, et al.
Published: (2026)
by: Sivakumar, Aswini, et al.
Published: (2026)
From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering
by: Li, Lei, et al.
Published: (2025)
by: Li, Lei, et al.
Published: (2025)
Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering
by: Ge, Xueren, et al.
Published: (2025)
by: Ge, Xueren, et al.
Published: (2025)
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
by: Wang, Yubo, et al.
Published: (2023)
by: Wang, Yubo, et al.
Published: (2023)
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
by: Sun, Yushi, et al.
Published: (2025)
by: Sun, Yushi, et al.
Published: (2025)
Linking Knowledge to Care: Knowledge Graph-Augmented Medical Follow-Up Question Generation
by: Sun, Liwen, et al.
Published: (2026)
by: Sun, Liwen, et al.
Published: (2026)
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs
by: Kim, Minsang, et al.
Published: (2024)
by: Kim, Minsang, et al.
Published: (2024)
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering
by: Ngo, Nghia Trung, et al.
Published: (2024)
by: Ngo, Nghia Trung, et al.
Published: (2024)
Question-to-Question Retrieval for Hallucination-Free Knowledge Access: An Approach for Wikipedia and Wikidata Question Answering
by: Thottingal, Santhosh
Published: (2025)
by: Thottingal, Santhosh
Published: (2025)
Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks
by: Yuen, Sizhe, et al.
Published: (2025)
by: Yuen, Sizhe, et al.
Published: (2025)
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
Memory-Augmented Knowledge Fusion with Safety-Aware Decoding for Domain-Adaptive Question Answering
by: Fu, Lei, et al.
Published: (2025)
by: Fu, Lei, et al.
Published: (2025)
MediQAl: A French Medical Question Answering Dataset for Knowledge and Reasoning Evaluation
by: Bazoge, Adrien
Published: (2025)
by: Bazoge, Adrien
Published: (2025)
ReGraM: Region-First Knowledge Graph Reasoning for Medical Question Answering
by: Lee, Chaerin, et al.
Published: (2026)
by: Lee, Chaerin, et al.
Published: (2026)
Augmenting Question Answering with A Hybrid RAG Approach
by: Yang, Tianyi, et al.
Published: (2026)
by: Yang, Tianyi, et al.
Published: (2026)
A Benchmark for Long-Form Medical Question Answering
by: Hosseini, Pedram, et al.
Published: (2024)
by: Hosseini, Pedram, et al.
Published: (2024)
To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
by: Zhan, Zaifu, et al.
Published: (2026)
by: Zhan, Zaifu, et al.
Published: (2026)
SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
by: Zhong, Kezhen, et al.
Published: (2025)
by: Zhong, Kezhen, et al.
Published: (2025)
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
by: Compagnoni, Alberto, et al.
Published: (2025)
by: Compagnoni, Alberto, et al.
Published: (2025)
Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering
by: Wang, Changjian, et al.
Published: (2025)
by: Wang, Changjian, et al.
Published: (2025)
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
by: Chowdhury, Arijit Ghosh, et al.
Published: (2023)
by: Chowdhury, Arijit Ghosh, et al.
Published: (2023)
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
by: Frisoni, Giacomo, et al.
Published: (2024)
by: Frisoni, Giacomo, et al.
Published: (2024)
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering
by: Liang, Sichu, et al.
Published: (2025)
by: Liang, Sichu, et al.
Published: (2025)
Interpretable Question Answering with Knowledge Graphs
by: Aneja, Kartikeya, et al.
Published: (2025)
by: Aneja, Kartikeya, et al.
Published: (2025)
Multimodal Reranking for Knowledge-Intensive Visual Question Answering
by: Wen, Haoyang, et al.
Published: (2024)
by: Wen, Haoyang, et al.
Published: (2024)
Multimodal Commonsense Knowledge Distillation for Visual Question Answering
by: Yang, Shuo, et al.
Published: (2024)
by: Yang, Shuo, et al.
Published: (2024)
Conversational Question Answering with Reformulations over Knowledge Graph
by: Liu, Lihui, et al.
Published: (2023)
by: Liu, Lihui, et al.
Published: (2023)
LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs
by: Xia, Fei, et al.
Published: (2022)
by: Xia, Fei, et al.
Published: (2022)
Improving Reliability and Explainability of Medical Question Answering through Atomic Fact Checking in Retrieval-Augmented LLMs
by: Vladika, Juraj, et al.
Published: (2025)
by: Vladika, Juraj, et al.
Published: (2025)
Fine-Tuning LLMs for Reliable Medical Question-Answering Services
by: Anaissi, Ali, et al.
Published: (2024)
by: Anaissi, Ali, et al.
Published: (2024)
Uncertainty Estimation of Large Language Models in Medical Question Answering
by: Wu, Jiaxin, et al.
Published: (2024)
by: Wu, Jiaxin, et al.
Published: (2024)
Multilingual Medical Reasoning for Question Answering with Large Language Models
by: Ferrazzi, Pietro, et al.
Published: (2025)
by: Ferrazzi, Pietro, et al.
Published: (2025)
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering
by: Zhang, Lingxi, et al.
Published: (2024)
by: Zhang, Lingxi, et al.
Published: (2024)
Similar Items
-
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering
by: Butsanets, Léo, et al.
Published: (2025) -
RadSAM: Segmenting 3D radiological images with a 2D promptable model
by: Khlaut, Julien, et al.
Published: (2025) -
MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
by: Shi, Yucheng, et al.
Published: (2023) -
AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering
by: Wang, Ziqing, et al.
Published: (2025) -
ONCOPILOT: A Promptable CT Foundation Model For Solid Tumor Evaluation
by: Machado, Léo, et al.
Published: (2024)