LM vs LM: Detecting Factual Errors via Cross Examination

22 May 2023

Papers citing "LM vs LM: Detecting Factual Errors via Cross Examination"

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Title
Sailing AI by the Stars: A Survey of Learning from Rewards in Post-Training and Test-Time Scaling of Large Language Models Xiaobao Wu LRM 60 0 0 05 May 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 79 0 0 25 Apr 2025
A Library of LLM Intrinsics for Retrieval-Augmented Generation Marina Danilevsky Kristjan Greenewald Chulaka Gunasekara Maeda Hanafi Lihong He ... Frederick Reiss Vraj Shah Khoi-Nguyen Tran Huaiyu Zhu Luis A. Lastras 32 1 0 16 Apr 2025
HalluciNot: Hallucination Detection Through Context and Common Knowledge Verification Bibek Paudel Alexander Lyzhov Preetam Joshi Puneet Anand HILM 46 0 0 09 Apr 2025
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention Gleb Rodionov Roman Garipov Alina Shutova George Yakushev Vage Egiazarian Anton Sinitsin Denis Kuznedelev Dan Alistarh LRM 27 1 0 08 Apr 2025
Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics Hamed Mahdavi Alireza Hashemi Majid Daliri Pegah Mohammadipour Alireza Farhadi Samira Malek Yekta Yazdanifard Amir Khasahmadi V. Honavar ELM LRM 47 1 0 01 Apr 2025
$$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks$ $\textit{Agents Under Siege}$ : Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks Rana Muhammad Shahroz Khan Zhen Tan Sukwon Yun Charles Flemming Tianlong Chen AAML LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 91 2 0 31 Mar 2025
Thinking Machines: A Survey of LLM based Reasoning Strategies Dibyanayan Bandyopadhyay Soham Bhattacharjee Asif Ekbal LRM ELM 46 4 0 13 Mar 2025
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers Shalev Lifshitz Sheila A. McIlraith Yilun Du LRM 44 4 0 27 Feb 2025
LettuceDetect: A Hallucination Detection Framework for RAG Applications Adam Kovacs Gábor Recski 37 2 0 24 Feb 2025
S^3cMath: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners Yuchen Yan Jin Jiang Yang Liu Yixin Cao Xin Xu M. Zhang Xunliang Cai Jian Shao ReLM LRM KELM 110 7 0 21 Feb 2025
Hallucination Detection in Large Language Models with Metamorphic Relations Borui Yang Md Afif Al Mamun Jie M. Zhang Gias Uddin HILM 59 0 0 20 Feb 2025
PSSD: Making Large Language Models Self-denial via Human Psyche Structure Jinzhi Liao Zenghua Liao Xiang Zhao LRM LLMAG 43 0 0 03 Feb 2025
CALM: Curiosity-Driven Auditing for Large Language Models Xiang Zheng Longxiang Wang Yi Liu Xingjun Ma Chao Shen Cong Wang MLAU 47 0 0 06 Jan 2025
Critical-Questions-of-Thought: Steering LLM reasoning with Argumentative Querying Federico Castagna I. Sassoon Simon Parsons LRM 85 0 0 19 Dec 2024
The Superalignment of Superhuman Intelligence with Large Language Models Minlie Huang Yingkang Wang Shiyao Cui Pei Ke J. Tang 103 1 0 15 Dec 2024
Label-Confidence-Aware Uncertainty Estimation in Natural Language Generation Qinhong Lin Linna Zhou Zhongliang Yang Yuang Cai HILM 75 0 0 10 Dec 2024
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token Roi Cohen Konstantin Dobler Eden Biran Gerard de Melo 81 3 0 09 Dec 2024
A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look Shivani Upadhyay Ronak Pradeep Nandan Thakur Daniel Fernando Campos Nick Craswell I. Soboroff Hoa Trang Dang Jimmy J. Lin 26 16 0 13 Nov 2024
A Theoretical Survey on Foundation Models Shi Fu Yuzhu Chen Yingjie Wang Dacheng Tao 21 0 0 15 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 48 6 0 15 Oct 2024
Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates Xiaosen Zheng Tianyu Pang Chao Du Qian Liu Jing Jiang Min-Bin Lin 33 8 0 09 Oct 2024
HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection Xuefeng Du Chaowei Xiao Yixuan Li HILM 27 16 0 26 Sep 2024
A Multiple-Fill-in-the-Blank Exam Approach for Enhancing Zero-Resource Hallucination Detection in Large Language Models Satoshi Munakata Taku Fukui Takao Mohri 11 0 0 20 Sep 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 86 2 0 17 Sep 2024
Hallucination Detection in LLMs: Fast and Memory-Efficient Finetuned Models Gabriel Y. Arteaga Thomas B. Schon Nicolas Pielawski 20 7 0 04 Sep 2024
Internal Consistency and Self-Feedback in Large Language Models: A Survey Xun Liang Shichao Song Zifan Zheng Hanyu Wang Qingchen Yu ... Rong-Hua Li Peng Cheng Zhonghao Wang Feiyu Xiong Zhiyu Li HILM LRM 56 24 0 19 Jul 2024
Estimating Knowledge in Large Language Models Without Generating a Single Token Daniela Gottesman Mor Geva 37 10 0 18 Jun 2024
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector Xiaoxue Cheng Junyi Li Wayne Xin Zhao Hongzhi Zhang Fuzheng Zhang Di Zhang Kun Gai Ji-Rong Wen HILM LLMAG 27 7 0 17 Jun 2024
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs D. Yaldiz Yavuz Faruk Bakman Baturalp Buyukates Chenyang Tao Anil Ramakrishna Dimitrios Dimitriadis Jieyu Zhao Salman Avestimehr 32 1 0 17 Jun 2024
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals Lida Chen Zujie Liang Xintao Wang Jiaqing Liang Yanghua Xiao Feng Wei Jinglei Chen Zhenghong Hao Bing Han Wei Wang 39 7 0 16 Jun 2024
Multi-Agent Software Development through Cross-Team Collaboration Zhuoyun Du Chen Qian Wei Liu Zihao Xie Yifei Wang Yufan Dang Weize Chen Cheng Yang LLMAG 36 16 0 13 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 54 42 0 11 Jun 2024
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 21 10 0 06 Jun 2024
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs Ryo Kamoi Yusen Zhang Nan Zhang Jiawei Han Rui Zhang LRM 40 57 0 03 Jun 2024
Auto Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions Ruochen Zhao Wenxuan Zhang Yew Ken Chia Deli Zhao Lidong Bing 30 9 0 30 May 2024
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities Alexander Nikitin Jannik Kossen Yarin Gal Pekka Marttinen UQCV 42 23 0 30 May 2024
One vs. Many: Comprehending Accurate Information from Multiple Erroneous and Inconsistent AI Generations Yoonjoo Lee Kihoon Son Tae Soo Kim Jisu Kim John Joon Young Chung Eytan Adar Juho Kim 31 11 0 09 May 2024
Iterative Experience Refinement of Software-Developing Agents Cheng Qian Jiahao Li Yufan Dang Wei Liu Yifei Wang ... Weize Chen Cheng Yang Yingli Zhang Zhiyuan Liu Maosong Sun LLMAG 28 12 0 07 May 2024
WitheredLeaf: Finding Entity-Inconsistency Bugs with LLMs Hongbo Chen Yifan Zhang Xing Han Huanyao Rong Yuheng Zhang Tianhao Mao Hang Zhang XiaoFeng Wang Luyi Xing Xun Chen 22 2 0 02 May 2024
When to Trust LLMs: Aligning Confidence with Response Quality Shuchang Tao Liuyi Yao Hanxing Ding Yuexiang Xie Qi Cao Fei Sun Jinyang Gao Huawei Shen Bolin Ding 24 15 0 26 Apr 2024
Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking Xiaokang Zhang Zijun Yao Jing Zhang Kaifeng Yun Jifan Yu Juan-Zi Li Jie Tang HILM 21 2 0 10 Apr 2024
The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models Giwon Hong Aryo Pradipta Gema Rohit Saxena Xiaotang Du Ping Nie ... Laura Perez-Beltrachini Max Ryabinin Xuanli He Clémentine Fourrier Pasquale Minervini LRM HILM 26 9 0 08 Apr 2024
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics Derui Zhu Dingfan Chen Qing Li Zongxiong Chen Lei Ma Jens Grossklags Mario Fritz HILM 35 8 0 06 Apr 2024
Evaluating LLMs at Detecting Errors in LLM Responses Ryo Kamoi Sarkar Snigdha Sarathi Das Renze Lou Jihyun Janice Ahn Yilun Zhao ... Salika Dave Shaobo Qin Arman Cohan Wenpeng Yin Rui Zhang 42 19 0 04 Apr 2024
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors Chen Huang Peixin Qin Yang Deng Wenqiang Lei Jiancheng Lv Tat-Seng Chua 22 6 0 04 Apr 2024
Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations Lei Yu Meng Cao Jackie Chi Kit Cheung Yue Dong HILM 30 6 0 27 Mar 2024
Learning to Use Tools via Cooperative and Interactive Agents Zhengliang Shi Shen Gao Xiuyi Chen Zhumin Chen Lingyong Yan Haibo Shi Dawei Yin Pengjie Ren Suzan Verberne Zhaochun Ren LLMAG 21 16 0 05 Mar 2024
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization Tharindu Kumarage Garima Agrawal Paras Sheth Raha Moraffah Amanat Chadha Joshua Garland Huan Liu DeLMO 29 10 0 02 Mar 2024
Navigating Complexity: Orchestrated Problem Solving with Multi-Agent LLMs Sumedh Rasal E. Hauer 17 0 0 26 Feb 2024