Results 71 to 80 of about 3,238,639 (146)

Retrieval augmented generation for building datasets from scientific literature

JPhys Materials
In this work, we show that employing retrieval augmented generation (RAG) with a large language model (LLM) enables us to extract accurate data from scientific literature and construct datasets.
Piyush Ranjan Maharana, Ashwini Verma, Kavita Joshi   +2 more
doaj   +1 more source

Retrieval-Augmented Generation systems

Retrieval-Augmented Generation (RAG) systems combine information retrieval with large language model generation. They have become important because large language models can produce fluent answers while still su!ering from outdated knowledge ...
Fadakar, Melina
core  

R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation

Retrieval augmented generation (RAG) has been applied in many scenarios to augment large language models (LLMs) with external documents provided by retrievers.
Zhang, Yongqi, Li, Shuangyin, Chen, Lei, Ye, Fuda   +3 more
core  

Self-adaptive Multimodal Retrieval-Augmented Generation

Traditional Retrieval-Augmented Generation (RAG) methods are limited by their reliance on a fixed number of retrieved documents, often resulting in incomplete or noisy information that undermines task performance.
Zhai, Wenjia
core  

Benchmarking retrieval augmented generation LLMs for Arabic noise robustness. [PDF]

Front Big Data
Almohaimeed S, Alabduljabbar A, Jari M, Alkhowaiter M, Almohaimeed S, Al Rahhal MM.   +5 more
europepmc   +1 more source

Loops On Retrieval Augmented Generation (LoRAG)

This paper presents Loops On Retrieval Augmented Generation (LoRAG), a new framework designed to enhance the quality of retrieval-augmented text generation through the incorporation of an iterative loop mechanism. The architecture integrates a generative
Vashisth, Rashmi, Thakur, Ayush
core  

VLM-guided retrieval augmented generation (RAG) for robot action prediction. [PDF]

Front Neurorobot
Kuster B, Marić N, Aziz F, Koloski B, Gams A, Ude A.   +5 more
europepmc   +1 more source

Retrieval Augmented Recipe Generation

Given the potential applications of generating recipes from food images, this area has garnered significant attention from researchers in recent years. Existing works for recipe generation primarily utilize a two-stage training method, first generating ...
Liu, Guoshan, Ngo, Chong-Wah, Yin, Hailong, Chen, Jingjing, Jiang, Yu-Gang, Zhu, Bin   +5 more
core  

Quels usages du “Retrieval-augmented generation” en SHS ?

Ce court billet introduit les Retrieval-augmented generation dans leurs usages au sein des displines SHS, en particulier la recherche documentaire et l'histoireCe court billet introduit les Retrieval-augmented generation dans leurs usages au sein des ...
Pouyllau, Stéphane
core  

Dual-Source Retrieval-Augmented Generation Chatbot for Women's Health (HerCare): Design and Multimethod Evaluation Study. [PDF]

JMIR Form Res
Zaman KT, Hasan WU, Ahmed N, Li J.
europepmc   +1 more source