Chainpoll: A high efficacy method for LLM hallucination detection

Chainpoll: A high efficacy method for LLM hallucination detection

22 October 2023

Atindriyo Sanyal

Papers citing "Chainpoll: A high efficacy method for LLM hallucination detection"

17 / 17 papers shown

Title
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective Zhongxiang Sun Qipeng Wang Haoyu Wang Xiao Zhang Jun Xu HILM LRM 9 0 0 19 May 2025
Patchwork: A Unified Framework for RAG Serving Bodun Hu Luis Pabon Saurabh Agarwal Aditya Akella 26 0 0 01 May 2025
ML For Hardware Design Interpretability: Challenges and Opportunities Raymond Baartmans Andrew Ensinger Victor Agostinelli Lizhong Chen 31 0 0 11 Apr 2025
Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning Chun-Yi Kuan Hung-yi Lee AuLLM LRM 72 1 0 03 Jan 2025
LLM Hallucination Reasoning with Zero-shot Knowledge Test Seongmin Lee Hsiang Hsu Chun-Fu Chen LRM 39 2 0 14 Nov 2024
RAGulator: Lightweight Out-of-Context Detectors for Grounded Text Generation Ian Poey Jiajun Liu Qishuai Zhong Adrien Chenailler 63 0 0 06 Nov 2024
A Debate-Driven Experiment on LLM Hallucinations and Accuracy Ray Li Tanishka Bagade Kevin Martinez Flora Yasmin Grant Ayala Michael Lam Kevin Zhu HILM 34 0 0 25 Oct 2024
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability Zhongxiang Sun Xiaoxue Zang Kai Zheng Yang Song Jun Xu Xiao Zhang Weijie Yu Yang Song Han Li 57 7 0 15 Oct 2024
SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance Connor Walker Callum Rothon Koorosh Aslansefat Y. Papadopoulos Nina Dethlefs 28 0 0 06 Oct 2024
Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling Xinyue Fang Zhen Huang Zhiliang Tian Minghui Fang Ziyi Pan Quntian Fang Zhihua Wen Hengyue Pan Dongsheng Li HILM 93 2 0 17 Sep 2024
SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India Salam Michael Singh Shubhmoy Kumar Garg Amitesh Misra Aaditeshwar Seth Tanmoy Chakraborty 31 0 0 03 May 2024
Can We Catch the Elephant? A Survey of the Evolvement of Hallucination Evaluation on Natural Language Generation Siya Qi Yulan He Zheng Yuan LRM HILM 46 1 0 18 Apr 2024
Multicalibration for Confidence Scoring in LLMs Gianluca Detommaso Martín Bertrán Riccardo Fogliato Aaron Roth 32 12 0 06 Apr 2024
SHROOM-INDElab at SemEval-2024 Task 6: Zero- and Few-Shot LLM-Based Classification for Hallucination Detection Bradley Paul Allen Fina Polat Paul T. Groth VLM 26 2 0 04 Apr 2024
LightHouse: A Survey of AGI Hallucination Feng Wang LRM HILM VLM 32 3 0 08 Jan 2024
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Lei Huang Weijiang Yu Weitao Ma Weihong Zhong Zhangyin Feng ... Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu LRM HILM 44 732 0 09 Nov 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 152 396 0 15 Mar 2023