ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language
Models

ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models

5 July 2024

Wenwei Zhang

Dahua Lin

Kai Chen

Papers citing "ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models"

11 / 11 papers shown

Title
HalluLens: LLM Hallucination Benchmark Yejin Bang Ziwei Ji Alan Schelten Anthony Hartshorn Tara Fowler Cheng Zhang Nicola Cancedda Pascale Fung HILM 92 0 0 24 Apr 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 51 1 0 18 Mar 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs Yuzhe Gu W. Zhang Chengqi Lyu Dahua Lin Kai Chen 60 1 0 04 Mar 2025
MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training Xinxin You Xien Liu Qixin Sun Huan Zhang Kaiyin Zhou Shaohui Liu Guoping Hu Shijin Wang Si Liu Ji Wu 85 0 0 13 Feb 2025
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 78 20 0 29 Jul 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement Nicholas Lee Thanakul Wattanawong Sehoon Kim K. Mangalam Sheng Shen Gopala Anumanchipalli Michael W. Mahoney Kurt Keutzer A. Gholami 61 46 0 22 Mar 2024
PhD: A ChatGPT-Prompted Visual hallucination Evaluation Dataset Jiazhen Liu Yuhan Fu Ruobing Xie Runquan Xie Xingwu Sun Fengzong Lian Zhanhui Kang Xirong Li MLLM 34 10 0 17 Mar 2024
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 239 298 0 18 Jan 2024
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models Avi Singh John D. Co-Reyes Rishabh Agarwal Ankesh Anand Piyush Patil ... Yamini Bansal Ethan Dyer Behnam Neyshabur Jascha Narain Sohl-Dickstein Noah Fiedel ALM LRM ReLM SyDa 157 144 0 11 Dec 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
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 222 143 0 18 Apr 2021