10 citations · 22 across the 5 of their papers we have counts for
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cs.CL2024★ 10 cited
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems
Robert Friel, Masha Belyi, Atindriyo Sanyal
Retrieval-Augmented Generation (RAG) has become a standard architectural pattern for incorporating domain-specific knowledge into user-facing chat applications powered by Large Lan…
cs.CL2024★ 1 cited
Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost
Masha Belyi, Robert Friel, Shuai Shao +1
Retriever Augmented Generation (RAG) systems have become pivotal in enhancing the capabilities of language models by incorporating external knowledge retrieval mechanisms. However,…
cs.CL2023★ 5 cited
Chainpoll: A high efficacy method for LLM hallucination detection
Robert Friel, Atindriyo Sanyal
Large language models (LLMs) have experienced notable advancements in generating coherent and contextually relevant responses. However, hallucinations - incorrect or unfounded clai…