Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented
Generation

Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation

19 June 2024

Jia-Chen Gu

Nanyun Peng

Kai-Wei Chang

Papers citing "Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation"

6 / 6 papers shown

Title
Characterizing Truthfulness in Large Language Model Generations with Local Intrinsic Dimension Fan Yin Jayanth Srinivasa Kai-Wei Chang HILM 52 19 0 28 Feb 2024
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 147 621 0 17 Oct 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 198 152 0 22 May 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 216 298 0 26 Apr 2023
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 64 94 0 30 Sep 2022
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 241 236 0 10 Sep 2021