Cost-Effective Hallucination Detection for LLMs

31 July 2024

Papers citing "Cost-Effective Hallucination Detection for LLMs"

5 / 5 papers shown

Title
Learning on LLM Output Signatures for gray-box LLM Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 59 0 0 18 Mar 2025
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters Teng Xiao Yige Yuan Z. Chen Mingxiao Li Shangsong Liang Z. Ren V. Honavar 93 5 0 21 Feb 2025
Expect the Unexpected: FailSafe Long Context QA for Finance Kiran Kamble M. Russak Dmytro Mozolevskyi Muayad Ali Mateusz Russak Waseem Alshikh 72 0 0 10 Feb 2025
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 147 386 0 15 Mar 2023
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 214 140 0 18 Apr 2021