5 citations · 10 across the 3 of their papers we have counts for
3 papers
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…
cs.LG2021★ 4 cited
Fix your Models by Fixing your Datasets
Atindriyo Sanyal, Vikram Chatterji, Nidhi Vyas +3
The quality of underlying training data is very crucial for building performant machine learning models with wider generalizabilty. However, current machine learning (ML) tools lac…