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Harnessing Artificial Intelligence to Code a Decision-Making Aid for the Prostate Cancer Brachytherapy Multidisciplinary Meeting Using Retrieval-Augmented Generation. [PDF]

Cureus
Gabriel A, Antonoglou G, Langley S, Gabriel J.   +3 more
europepmc   +1 more source

Retraction of: Advancing Question-Answering in Ophthalmology With Retrieval-Augmented Generation: Benchmarking Open-Source and Proprietary Large Language Models. [PDF]

Transl Vis Sci Technol
europepmc   +1 more source

On Data Spaces for Retrieval Augmented Generation

Large Language Models (LLMs) have revolutionized knowledge retrieval from natural language queries. However, LLMs still face challenges regarding the creation of domain-specific and accurate answers. Recently, Retrieval Augmented Generation (RAG) architecture has been proposed as one approach to addressing these challenges.
Felix Hermsen, Lasse Nitz, Mehdi Akbari Gurabi, Roman Matzutt, Avikarsha Mandal   +4 more
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Axioms for Retrieval-Augmented Generation

Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR)
Jan Heinrich Merker, Maik Fröbe, Benno Stein 0001, Martin Potthast, Matthias Hagen   +4 more
openaire   +1 more source

Similarity Thresholds in Retrieval-Augmented Generation

2024 IEEE 12th International Conference on Intelligent Systems (IS)
Irina Radeva, Ivan P. Popchev, Miroslava Dimitrova   +2 more
openaire   +1 more source

Retrieval-Augmented Multilingual Citation Generation

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Xun Liang 0001, Simin Niu, Sensen Zhang, Zhiyu Li, Xuan Zhang 0009, Bo Wu 0026, Feiyu Xiong, Bo Tang 0011, Hanyu Wang, Shichao Song, Mengwei Wang, Jiawei Yang   +11 more
openaire   +1 more source

Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines

Journal of the American Medical Informatics Association: JAMIA
Siru Liu, Allison B Mccoy, Adam Wright
exaly  

IRAGKR:Iterative retrieval augmented generation with fine-grained knowledge refinement

Neurocomputing
Kangning Du, Wenyu Wang, Benkui Zhang
exaly  

GastroBot: a Chinese gastrointestinal disease chatbot based on the retrieval-augmented generation

Frontiers in Medicine
Zongyun Gu, Jianhua Shu
exaly  

Retrieval augmented generation-driven information retrieval and question answering in construction management

Advanced Engineering Informatics
Chengke Wu, Wenjun Ding, Junjie Jiang
exaly