IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems

In recent years, Retrieval-Augmented Generation (RAG) systems have become a cornerstone of artificial intelligence, attracting considerable attention in a variety of fields. By integrating the strengths of information retrieval and generative models, these systems have shown immense potential to push the boundaries of machine learning applications. Nevertheless, RAG systems still face significant challenges and offer ample room for advancement and innovation.

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Published
2025-07-13
DOI
https://doi.org/10.1145/3726302.3730362
Citations
1
Primary Topic
Image Retrieval and Classification Techniques
Type
article
Field-Weighted Citation Impact
1.28
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IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems

Fabrizio Silvestri, Negar Arabzadeh, Federico Siciliano, Giovanni Trappolini et al.
1 citations
Image Retrieval and Classification Techniques
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article

IR-RAG @SIGIR25: The Second Edition of the Workshop on Information Retrieval's Role in RAG Systems

Fabrizio Silvestri, Negar Arabzadeh, Federico Siciliano, Giovanni Trappolini, Fabio Petroni, Ziheng Chen
article en
1 citations

Abstract

In recent years, Retrieval-Augmented Generation (RAG) systems have become a cornerstone of artificial intelligence, attracting considerable attention in a variety of fields. By integrating the strengths of information retrieval and generative models, these systems have shown immense potential to push the boundaries of machine learning applications. Nevertheless, RAG systems still face significant challenges and offer ample room for advancement and innovation.

Walmart (United States) (US), University of Waterloo (CA), Sapienza University of Rome (IT)
Openalex Percentile: Top 18%
Image Retrieval and Classification Techniques
1.28
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