PoLLMgraph: Unraveling Hallucinations in Large Language Models via State
Transition Dynamics

PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics

6 April 2024

Zongxiong Chen

Jens Grossklags

Papers citing "PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics"

6 / 6 papers shown

Title
Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs Hexiang Tan Fei Sun Sha Liu Du Su Qi Cao ... Jingang Wang Xunliang Cai Yuanzhuo Wang Huawei Shen Xueqi Cheng HILM 132 0 0 23 May 2025
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 53 113 0 25 May 2023
Constitutional AI: Harmlessness from AI Feedback Yuntao Bai Saurav Kadavath Sandipan Kundu Amanda Askell John Kernion ... Dario Amodei Nicholas Joseph Sam McCandlish Tom B. Brown Jared Kaplan SyDa MoMe 156 1,583 0 15 Dec 2022
Discovering Latent Knowledge in Language Models Without Supervision Collin Burns Haotian Ye Dan Klein Jacob Steinhardt 109 350 0 07 Dec 2022
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 545 2,639 0 03 Sep 2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation Bhuwan Dhingra Manaal Faruqui Ankur P. Parikh Ming-Wei Chang Dipanjan Das William W. Cohen 63 195 0 03 Jun 2019