RAGTruth: A Hallucination Corpus for Developing Trustworthy
Retrieval-Augmented Language Models

RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models

31 December 2023

Tong Zhang

Papers citing "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"

13 / 63 papers shown

Title
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation Di Wu Jia-Chen Gu Fan Yin Nanyun Peng Kai-Wei Chang HILM 53 1 0 19 Jun 2024
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models Shangqing Tu Yuanchun Wang Jifan Yu Yuyang Xie Yaran Shi Xiaozhi Wang Jing Zhang Lei Hou Juanzi Li ELM 35 3 0 17 Jun 2024
Superhuman performance in urology board questions by an explainable large language model enabled for context integration of the European Association of Urology guidelines: the UroBot study Martin J. Hetz Nicolas Carl Sarah Haggenmüller Christoph Wies Maurice Stephan Michel Frederik Wessels T. Brinker ELM 34 0 0 03 Jun 2024
Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost Masha Belyi Robert Friel Shuai Shao Atindriyo Sanyal HILM RALM 61 5 0 03 Jun 2024
From Generalist to Specialist: Improving Large Language Models for Medical Physics Using ARCoT Jace Grandinetti R. Mcbeth AI4CE LRM LM&MA 30 0 0 17 May 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs Bowen Jin Chulin Xie Jiawei Zhang Kashob Kumar Roy Yu Zhang ... Ruirui Li Xianfeng Tang Suhang Wang Yu Meng Jiawei Han LRM RALM 53 37 0 10 Apr 2024
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning Mingtian Zhang Shawn Lan Peter Hayes David Barber 29 2 0 19 Feb 2024
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models Yizhou Zhang Lun Du Defu Cao Qiang Fu Yan Liu LRM 20 7 0 08 Feb 2024
The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models Shuo Zhang Liangming Pan Junzhou Zhao W. Wang HILM 26 0 0 23 May 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 218 299 0 26 Apr 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 311 11,915 0 04 Mar 2022
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 245 236 0 10 Sep 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 187 79 0 30 Apr 2021