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Self-critiquing models for assisting human evaluators

12 June 2022

Papers citing "Self-critiquing models for assisting human evaluators"

50 / 238 papers shown

Title
Language Models can perform Single-Utterance Self-Correction of Perturbed Reasoning Sam Silver Jimin Sun Ivan Zhang Sara Hooker Eddie Kim KELM ReLM LRM 27 0 0 18 Jun 2025
PAG: Multi-Turn Reinforced LLM Self-Correction with Policy as Generative Verifier Y. Jiang Yuwen Xiong Yufeng Yuan Chao Xin Wenyuan Xu Yu Yue Qianchuan Zhao Lin Yan LRM 128 0 0 12 Jun 2025
AnimateAnyMesh: A Feed-Forward 4D Foundation Model for Text-Driven Universal Mesh Animation Zijie Wu Chaohui Yu Fan Wang Xiang Bai AI4CE 65 0 0 11 Jun 2025
Boosting LLM Reasoning via Spontaneous Self-Correction Xutong Zhao Tengyu Xu Xuewei Wang Zhengxing Chen Di Jin ... Yun He Sinong Wang Han Fang Sarath Chandar Chen Zhu ReLM LRM KELM 31 0 0 07 Jun 2025
ProRefine: Inference-time Prompt Refinement with Textual Feedback Deepak Pandita Tharindu Cyril Weerasooriya A. Shah Christopher Homan Wei Wei LLMAG ReLM LRM 153 0 0 05 Jun 2025
APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training Jun Rao Zepeng Lin Xuebo Liu Xiaopeng Ke Lian Lian Dong Jin Shengjun Cheng Jun Yu Min Zhang 115 0 0 04 Jun 2025
Token-level Accept or Reject: A Micro Alignment Approach for Large Language Models Y. Zhang Yu Yu Bo Tang Yu Zhu Chuxiong Sun ... Jie Hu Zipeng Xie Zhiyu Li Feiyu Xiong Edward Chung 106 0 0 26 May 2025
Training Step-Level Reasoning Verifiers with Formal Verification Tools Ryo Kamoi Yusen Zhang Nan Zhang Sarkar Snigdha Sarathi Das Rui Zhang OffRL LRM 59 0 0 21 May 2025
Solve-Detect-Verify: Inference-Time Scaling with Flexible Generative Verifier Jianyuan Zhong Zhiyu Li Zhijian Xu Xiangyu Wen Kezhi Li Jianyuan Zhong LRM 64 0 0 17 May 2025
Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation Berkcan Kapusuzoglu Supriyo Chakraborty Chia-Hsuan Lee Sambit Sahu 131 0 0 16 May 2025
Sailing by the Stars: A Survey on Reward Models and Learning Strategies for Learning from Rewards Xiaobao Wu LRM 245 5 0 05 May 2025
DeepCritic: Deliberate Critique with Large Language Models Wenkai Yang Jingwen Chen Yankai Lin Ji-Rong Wen ALM LRM 109 1 0 01 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 261 7 0 26 Apr 2025
Scaling Laws For Scalable Oversight Joshua Engels David D. Baek Subhash Kantamneni Max Tegmark ELM 211 1 0 25 Apr 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators Yilun Zhou Austin Xu Peifeng Wang Caiming Xiong Shafiq Joty ELM ALM LRM 176 5 0 21 Apr 2025
CAReDiO: Cultural Alignment of LLM via Representativeness and Distinctiveness Guided Data Optimization Jing Yao Xiaoyuan Yi Jindong Wang Zhicheng Dou Xing Xie 64 2 0 09 Apr 2025
How to evaluate control measures for LLM agents? A trajectory from today to superintelligence Tomek Korbak Mikita Balesni Buck Shlegeris Geoffrey Irving ELM 113 2 0 07 Apr 2025
Do LLM Evaluators Prefer Themselves for a Reason? Wei-Lin Chen Zhepei Wei Xinyu Zhu Shi Feng Yu Meng ELM LRM 93 3 0 04 Apr 2025
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models Gonçalo Faria Noah A. Smith 80 4 0 04 Apr 2025
Less-to-More Generalization: Unlocking More Controllability by In-Context Generation Shaojin Wu Mengqi Huang Wenxu Wu Yufeng Cheng Fei Ding Qian He DiffM 132 12 0 02 Apr 2025
FindTheFlaws: Annotated Errors for Detecting Flawed Reasoning and Scalable Oversight Research Gabriel Recchia Chatrik Singh Mangat Issac Li Gayatri Krishnakumar ALM 177 0 0 29 Mar 2025
Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions Yubo Li Yidi Miao Xueying Ding Ramayya Krishnan R. Padman 146 0 0 28 Mar 2025
R $^2$ : A LLM Based Novel-to-Screenplay Generation Framework with Causal Plot Graphs Zefeng Lin Yi Xiao Zhiqiang Mo Qifan Zhang Jinqiao Wang ... Jiajing Zhang Huatian Zhang Zhengyi Liu Xianyong Fang Xiaohua Xu 82 0 0 19 Mar 2025
Fine-Tuning Diffusion Generative Models via Rich Preference Optimization Hanyang Zhao Haoxian Chen Yucheng Guo Genta Indra Winata Tingting Ou Ziyu Huang D. Yao Wenpin Tang 141 0 0 13 Mar 2025
Research on Superalignment Should Advance Now with Parallel Optimization of Competence and Conformity HyunJin Kim Xiaoyuan Yi Jing Yao Muhua Huang Jinyeong Bak James Evans Xing Xie 97 0 0 08 Mar 2025
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers Shalev Lifshitz Sheila A. McIlraith Yilun Du LRM 138 8 0 27 Feb 2025
CritiQ: Mining Data Quality Criteria from Human Preferences Honglin Guo Kai Lv Qipeng Guo Tianyi Liang Zhiheng Xi ... Qiuyinzhe Zhang Yizhou Sun Kai Chen Xipeng Qiu Tao Gui 70 0 0 26 Feb 2025
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement Suchae Jeong Inseong Choi Youngsik Yun Jihie Kim DiffM 138 2 0 24 Feb 2025
Exploring and Controlling Diversity in LLM-Agent Conversation Kuanchao Chu Yi-Pei Chen Hideki Nakayama LLMAG 154 1 0 24 Feb 2025
CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models Alexander Zhang Marcus Dong Jing Liu Wei Zhang Yejie Wang ... Yancheng He K. Deng Wangchunshu Zhou Wenhao Huang Zhenru Zhang LRM 119 4 0 23 Feb 2025
S $^2$ R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning Ruotian Ma Peisong Wang Cheng Liu Xingyan Liu Jiaqi Chen Bang Zhang Xin Zhou Nan Du Jia Li LRM 120 4 0 18 Feb 2025
Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models Jialiang Wu Yi Shen Sijia Liu Yi Tang Sen Song Xiaoyi Wang Longjun Cai 98 0 0 05 Feb 2025
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search Maohao Shen Guangtao Zeng Zhenting Qi Zhang-Wei Hong Zhenfang Chen Wei Lu G. Wornell Subhro Das David D. Cox Chuang Gan LRM LLMAG 567 18 0 04 Feb 2025
Iterative Label Refinement Matters More than Preference Optimization under Weak Supervision Yaowen Ye Cassidy Laidlaw Jacob Steinhardt ALM 84 2 0 14 Jan 2025
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Tianyu Zheng Ge Zhang Tianhao Shen Xueling Liu Bill Yuchen Lin Jie Fu Wenhu Chen Xiang Yue SyDa 215 131 0 08 Jan 2025
The Superalignment of Superhuman Intelligence with Large Language Models Minlie Huang Yingkang Wang Shiyao Cui Pei Ke J. Tang 178 1 0 15 Dec 2024
ProcessBench: Identifying Process Errors in Mathematical Reasoning Chujie Zheng Zizhuo Zhang Beichen Zhang Runji Lin Keming Lu Bowen Yu Dayiheng Liu Jingren Zhou Junyang Lin LRM 229 77 0 09 Dec 2024
Adaptive Deployment of Untrusted LLMs Reduces Distributed Threats Jiaxin Wen Vivek Hebbar Caleb Larson Aryan Bhatt Ansh Radhakrishnan ... Shi Feng He He Ethan Perez Buck Shlegeris Akbir Khan AAML 127 11 0 26 Nov 2024
Self-Generated Critiques Boost Reward Modeling for Language Models Yue Yu Zhengxing Chen Aston Zhang L Tan Chenguang Zhu ... Suchin Gururangan Chao-Yue Zhang Melanie Kambadur Dhruv Mahajan Rui Hou LRM ALM 208 27 0 25 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Xianpei Han ... Le Sun Jie Lou Bowen Yu Yaojie Lu Hongyu Lin ALM 185 5 0 18 Nov 2024
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 177 1 0 12 Nov 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models Jianyi Zhang Da-Cheng Juan Cyrus Rashtchian Chun-Sung Ferng Heinrich Jiang Yiran Chen 91 4 0 01 Nov 2024
An Actor-Critic Approach to Boosting Text-to-SQL Large Language Model Ziyang Zheng Haipeng Jing Canyu Rui A. Hamdulla D. Wang LRM 83 1 0 28 Oct 2024
Improving Model Factuality with Fine-grained Critique-based Evaluator Yiqing Xie Wenxuan Zhou Pradyot Prakash Di Jin Yuning Mao ... Sinong Wang Han Fang Carolyn Rose Daniel Fried Hejia Zhang HILM 170 8 0 24 Oct 2024
CorrectionLM: Self-Corrections with SLM for Dialogue State Tracking Chia-Hsuan Lee Hao Cheng Mari Ostendorf LRM 62 0 0 23 Oct 2024
LoGU: Long-form Generation with Uncertainty Expressions Ruihan Yang Caiqi Zhang Zhisong Zhang Xinting Huang Sen Yang Nigel Collier Dong Yu Deqing Yang HILM 270 9 0 18 Oct 2024
Balancing Label Quantity and Quality for Scalable Elicitation Alex Troy Mallen Nora Belrose 80 2 0 17 Oct 2024
Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization Xingqi Wang Xiaoyuan Yi Xing Xie Jia Jia 62 1 0 16 Oct 2024
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions? Xianren Zhang Xianfeng Tang Hui Liu Zongyu Wu Qi He Dongwon Lee Suhang Wang ALM 125 1 0 16 Oct 2024
JudgeBench: A Benchmark for Evaluating LLM-based Judges Sijun Tan Siyuan Zhuang Kyle Montgomery William Y. Tang Alejandro Cuadron Chenguang Wang Raluca A. Popa Ion Stoica ELM ALM 158 52 0 16 Oct 2024