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SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning

1 August 2023

Papers citing "SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning"

50 / 97 papers shown

Title
InfoFlood: Jailbreaking Large Language Models with Information Overload Advait Yadav Haibo Jin Man Luo Jun Zhuang Haohan Wang AAML 16 0 0 13 Jun 2025
Your Agent Can Defend Itself against Backdoor Attacks Li Changjiang Liang Jiacheng Cao Bochuan Chen Jinghui Wang Ting AAML LLMAG 42 0 0 10 Jun 2025
Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs Hongming Yang Shi Lin Jun Shao Changting Lin Donghai Zhu Meng Han Qinglei Kong 16 0 0 06 Jun 2025
Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety Seongmin Lee Aeree Cho Grace C. Kim ShengYun Peng Mansi Phute Duen Horng Chau LM&MA AI4CE 52 0 0 05 Jun 2025
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems Zherui Li Yan Mi Zhenhong Zhou Houcheng Jiang Guibin Zhang Kun Wang Junfeng Fang LLMAG 23 0 0 31 May 2025
Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration Qinglin Zhu Runcong Zhao Hanqi Yan Yulan He Yudong Chen Lin Gui LRM 26 0 0 30 May 2025
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning Gangwei Jiang Yahui Liu Zhaoyi Li Qi Wang Fuzheng Zhang Linqi Song Ying Wei Defu Lian LRM 57 0 0 28 May 2025
Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing Raoyuan Zhao Abdullatif Köksal Ali Modarressi Michael A. Hedderich Hinrich Schutze 46 0 0 27 May 2025
TCP: a Benchmark for Temporal Constraint-Based Planning Zifeng Ding Sikuan Yan Zhangdie Yuan Xianglong Hu Fangru Lin Andreas Vlachos 9 0 0 26 May 2025
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering Jennifer D'Souza Hamed Babaei Giglou Quentin Münch ELM 105 0 0 20 May 2025
Introspective Growth: Automatically Advancing LLM Expertise in Technology Judgment Siyang Wu Honglin Bao Nadav Kunievsky James A. Evans 113 0 0 18 May 2025
Retrospex: Language Agent Meets Offline Reinforcement Learning Critic Yufei Xiang Yiqun Shen Yeqin Zhang Cam-Tu Nguyen OffRL LLMAG KELM LRM 222 3 0 17 May 2025
LogiDebrief: A Signal-Temporal Logic based Automated Debriefing Approach with Large Language Models Integration Zirong Chen Ziyan An Jennifer Reynolds Kristin Mullen Stephen Martini Meiyi Ma 61 0 0 06 May 2025
Safer Prompts: Reducing IP Risk in Visual Generative AI Lena Reissinger Yuanyuan Li Anna-Carolina Haensch Neeraj Sarna 57 0 0 06 May 2025
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems Shaokun Zhang Ming Yin Jieyu Zhang Jing Liu Zhiguang Han ... Beibin Li Chi Wang Hongru Wang Yuxiao Chen Qingyun Wu 178 7 0 30 Apr 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 165 0 0 25 Apr 2025
Perception in Reflection Yana Wei Liang Zhao Kangheng Lin En Yu Yuang Peng ... Jianjian Sun Haoran Wei Zheng Ge Xiangyu Zhang Vishal M. Patel 129 1 0 09 Apr 2025
KSHSeek: Data-Driven Approaches to Mitigating and Detecting Knowledge-Shortcut Hallucinations in Generative Models Zhenting Wang Zhongxin Liu Ying Li Hongyu Sun Meng Xu Yuqing Zhang HILM 96 0 0 25 Mar 2025
J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain Yiran Hu Huanghai Liu Qingjing Chen Ning Zheng C. Wang Yun Liu Charles L.A. Clarke Weixing Shen AAML AILaw ELM 117 0 0 24 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 115 1 0 22 Mar 2025
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs Albert Sawczyn Jakub Binkowski Denis Janiak Bogdan Gabrys Tomasz Kajdanowicz HILM LRM 150 0 0 21 Mar 2025
Temporal Consistency for LLM Reasoning Process Error Identification Jiacheng Guo Yue Wu Jiahao Qiu Kaixuan Huang Xinzhe Juan L. Yang Mengdi Wang LRM 92 3 0 18 Mar 2025
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought Boxuan Zhang Ruqi Zhang LRM 69 3 0 24 Feb 2025
A Survey on Feedback-based Multi-step Reasoning for Large Language Models on Mathematics Ting-Ruen Wei Haowei Liu Xuyang Wu Yi Fang LRM AI4CE ReLM KELM 407 3 0 21 Feb 2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment Cheryl Li Tianyuan Xu Yiwen Guo LRM 458 3 0 05 Feb 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 220 14 0 03 Jan 2025
Formal Mathematical Reasoning: A New Frontier in AI Kaiyu Yang Gabriel Poesia Jingxuan He Wenda Li Kristin Lauter Swarat Chaudhuri Dawn Song LRM AI4CE 143 36 0 20 Dec 2024
EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents Cheng Qian Peixuan Han Qinyu Luo Bingxiang He Xiusi Chen ... Jiarui Yao Xiaocheng Yang Denghui Zhang Yunzhu Li Heng Ji LLMAG LRM 157 3 0 18 Dec 2024
Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents Raj Jaiswal Dhruv Jain Harsh Parimal Popat Avinash Anand Abhishek Dharmadhikari Atharva Marathe R. Shah LRM AI4CE 134 5 0 01 Dec 2024
Teaching Models to Improve on Tape L. Bezalel Eyal Orgad Amir Globerson 68 0 0 03 Nov 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs L. Chen Panrong Tong Zhongming Jin Ying Sun Jieping Ye Hui Xiong KELM RALM LRM 106 22 0 31 Oct 2024
Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models Qitan Lv Jie Wang Hanzhu Chen Bin Li Yongdong Zhang Feng Wu HILM 110 5 0 19 Oct 2024
Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas Xiang Hu Hongyu Fu Jinge Wang Yifeng Wang Zhikun Li Renjun Xu Yu Lu Yaochu Jin Lili Pan Zhenzhong Lan LRM 65 22 0 18 Oct 2024
Better to Ask in English: Evaluation of Large Language Models on English, Low-resource and Cross-Lingual Settings Krishno Dey Prerona Tarannum Md. Arid Hasan Imran Razzak Usman Naseem 66 5 0 17 Oct 2024
Enhancing Mathematical Reasoning in LLMs by Stepwise Correction Zhenyu Wu Qingkai Zeng Zizhuo Zhang Zhaoxuan Tan Chao Shen Meng Jiang KELM LRM 149 4 0 16 Oct 2024
Varying Shades of Wrong: Aligning LLMs with Wrong Answers Only Jihan Yao Wenxuan Ding Shangbin Feng Lucy Lu Wang Yulia Tsvetkov 61 2 0 14 Oct 2024
Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization Guanlin Liu Kaixuan Ji Ning Dai Zheng Wu Chen Dun Q. Gu Lin Yan Quanquan Gu Lin Yan OffRL LRM 137 13 0 11 Oct 2024
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction L. Yang Zhaochen Yu Tianze Zhang Minkai Xu Joseph E. Gonzalez Tengjiao Wang Shuicheng Yan ELM ReLM LRM 80 0 0 11 Oct 2024
AutoFeedback: An LLM-based Framework for Efficient and Accurate API Request Generation Huanxi Liu Jiaqi Liao Dawei Feng Kele Xu Huaimin Wang 439 1 0 09 Oct 2024
O1 Replication Journey: A Strategic Progress Report -- Part 1 Yiwei Qin Xuefeng Li Haoyang Zou Yixiu Liu Shijie Xia ... Yixin Ye Weizhe Yuan Hector Liu Yuezun Li Pengfei Liu VLM 99 92 0 08 Oct 2024
Rationale-Aware Answer Verification by Pairwise Self-Evaluation Akira Kawabata Saku Sugawara LRM 113 5 0 07 Oct 2024
Mirror-Consistency: Harnessing Inconsistency in Majority Voting Siyuan Huang Zhiyuan Ma Jintao Du Changhua Meng Weiqiang Wang Zhouhan Lin LRM 63 4 0 07 Oct 2024
Ordinal Preference Optimization: Aligning Human Preferences via NDCG Yang Zhao Yixin Wang Mingzhang Yin 87 2 0 06 Oct 2024
DANA: Domain-Aware Neurosymbolic Agents for Consistency and Accuracy Vinh Luong Sang Dinh Shruti Raghavan William Nguyen Zooey Nguyen ... Kentaro Maegaito Loc Nguyen Thao Nguyen Anh Hai Ha Christopher Nguyen 97 0 0 27 Sep 2024
Attention Prompting on Image for Large Vision-Language Models Runpeng Yu Weihao Yu Xinchao Wang VLM 102 11 0 25 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 23 0 0 20 Sep 2024
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings Md. Arid Hasan Prerona Tarannum Krishno Dey Imran Razzak Usman Naseem 66 4 0 05 Aug 2024
LLM-Empowered State Representation for Reinforcement Learning Boyuan Wang Yun Qu Yuhang Jiang Jianzhun Shao Chang-rui Liu Wenming Yang Xiangyang Ji 89 14 0 18 Jul 2024
Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models Xihe Qiu Haoyu Wang Jue Chen Chao Qu Yujie Xiong Yuan Cheng Yinghui Xu Wei Chu Yuan Qi LLMAG LM&Ro 66 2 0 17 Jul 2024
Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation Chun-Yi Kuan Chih-Kai Yang Wei-Ping Huang Ke-Han Lu Hung-yi Lee 111 12 0 13 Jul 2024