4 citations · 17 across the 19 of their papers we have counts for
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Report on the Workshop on Simulations for Information Access (Sim4IA 2024) at SIGIR 2024
Timo Breuer, Christin Katharina Kreutz, Norbert Fuhr +15
This paper is a report of the Workshop on Simulations for Information Access (Sim4IA) workshop at SIGIR 2024. The workshop had two keynotes, a panel discussion, nine lightning talk…
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems
Laura Caspari, Kanishka Ghosh Dastidar, Saber Zerhoudi +2
The choice of embedding model is a crucial step in the design of Retrieval Augmented Generation (RAG) systems. Given the sheer volume of available options, identifying clusters of…
PersonaRAG: Enhancing Retrieval-Augmented Generation Systems with User-Centric Agents
Saber Zerhoudi, Michael Granitzer
Large Language Models (LLMs) struggle with generating reliable outputs due to outdated knowledge and hallucinations. Retrieval-Augmented Generation (RAG) models address this by enh…