Search Results - "Cuconasu, Florin"

A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems by Cuconasu, Florin, Trappolini, Giovanni, Tonellotto, Nicola, Silvestri, Fabrizio

“…Retrieval Augmented Generation (RAG) represents a significant advancement in artificial intelligence combining a retrieval phase with a generative phase, with…”
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The Power of Noise: Redefining Retrieval for RAG Systems by Cuconasu, Florin, Trappolini, Giovanni, Siciliano, Federico, Filice, Simone, Campagnano, Cesare, Maarek, Yoelle, Tonellotto, Nicola, Silvestri, Fabrizio

“…Retrieval-Augmented Generation (RAG) has recently emerged as a method to extend beyond the pre-trained knowledge of Large Language Models by augmenting the…”
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TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model by Mucha, Wiktor, Cuconasu, Florin, Etori, Naome A, Kalokyri, Valia, Trappolini, Giovanni

“…The ability to read, understand and find important information from written text is a critical skill in our daily lives for our independence, comfort and…”
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RRAML: Reinforced Retrieval Augmented Machine Learning by Bacciu, Andrea, Cuconasu, Florin, Siciliano, Federico, Silvestri, Fabrizio, Tonellotto, Nicola, Trappolini, Giovanni

“…CEUR Workshop Proceedings (2023, Vol. 3537, pp. 29-37) The emergence of large language models (LLMs) has revolutionized machine learning and related fields,…”
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