REFINER: Reasoning Feedback on Intermediate Representations

4 April 2023

Boi Faltings

Papers citing "REFINER: Reasoning Feedback on Intermediate Representations"

40 / 140 papers shown

Title
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? Xiaoxi Kang Lizhen Qu Lay-Ki Soon Adnan Trakic Terry Yue Zhuo Patrick Charles Emerton Genevieve Grant LRM AILaw ELM 104 13 0 23 Oct 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts Tengxiao Liu Qipeng Guo Yuqing Yang Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang LRM LLMAG 18 29 0 23 Oct 2023
Teaching Language Models to Self-Improve through Interactive Demonstrations Xiao Yu Baolin Peng Michel Galley Jianfeng Gao Zhou Yu LRM ReLM 28 19 0 20 Oct 2023
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models Deepak Nathani David Wang Liangming Pan W. Wang KELM LRM ReLM 17 10 0 19 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 138 600 0 17 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 38 2 0 11 Oct 2023
Let Models Speak Ciphers: Multiagent Debate through Embeddings Chau Pham Boyi Liu Yingxiang Yang Zhengyu Chen Tianyi Liu Jianbo Yuan Bryan A. Plummer Zhaoran Wang Hongxia Yang LLMAG 29 15 0 10 Oct 2023
Critique Ability of Large Language Models Liangchen Luo Zi Lin Yinxiao Liu Lei Shu Yun Zhu Jingbo Shang Lei Meng AI4MH LRM ELM 8 5 0 07 Oct 2023
Large Language Models Cannot Self-Correct Reasoning Yet Jie Huang Xinyun Chen Swaroop Mishra Huaixiu Steven Zheng Adams Wei Yu Xinying Song Denny Zhou ReLM LRM 6 415 0 03 Oct 2023
Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency Zhihan Liu Hao Hu Shenao Zhang Hongyi Guo Shuqi Ke Boyi Liu Zhaoran Wang LLMAG LRM 10 33 0 29 Sep 2023
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 18 7 0 15 Sep 2023
A Survey on Large Language Model based Autonomous Agents Lei Wang Chengbang Ma Xueyang Feng Zeyu Zhang Hao-ran Yang ... Xu Chen Yankai Lin Wayne Xin Zhao Zhewei Wei Ji-Rong Wen LLMAG AI4CE LM&Ro 36 1,088 0 22 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 29 585 0 18 Aug 2023
Forward-Backward Reasoning in Large Language Models for Mathematical Verification Weisen Jiang Han Shi L. Yu Zheng Liu Yu Zhang Zhenguo Li James T. Kwok LRM 32 25 0 15 Aug 2023
BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents Zhiwei Liu Weiran Yao Jianguo Zhang Le Xue Shelby Heinecke ... Ran Xu P. Mùi Haiquan Wang Caiming Xiong Silvio Savarese LLMAG 18 81 0 11 Aug 2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies Liangming Pan Michael Stephen Saxon Wenda Xu Deepak Nathani Xinyi Wang William Yang Wang KELM LRM 28 200 0 06 Aug 2023
Flows: Building Blocks of Reasoning and Collaborating AI Martin Josifoski Lars Klein Maxime Peyrard Nicolas Mario Baldwin Yifei Li ... Julian Paul Schnitzler Yuxing Yao Jiheng Wei Debjit Paul Robert West AI4CE 28 25 0 02 Aug 2023
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning Ning Miao Yee Whye Teh Tom Rainforth ReLM LRM 17 60 0 01 Aug 2023
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models Beatriz Borges Niket Tandon Tanja Kaser Antoine Bosselut 17 3 0 01 Jul 2023
CorNav: Autonomous Agent with Self-Corrected Planning for Zero-Shot Vision-and-Language Navigation Xiwen Liang Liang Ma Shanshan Guo Jianhua Han Hang Xu Shikui Ma Xiaodan Liang LM&Ro LLMAG 71 4 0 17 Jun 2023
Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models Sarah J. Zhang Samuel H. Florin Ariel N. Lee Eamon Niknafs Andrei Marginean ... Madeleine Udell Yoon Kim Tonio Buonassisi Armando Solar-Lezama Iddo Drori ELM 18 18 0 15 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 17 121 0 06 Jun 2023
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 15 506 0 24 May 2023
Automatic Model Selection with Large Language Models for Reasoning Xu Zhao Yuxi Xie Kenji Kawaguchi Junxian He Qizhe Xie ReLM LRM 24 27 0 23 May 2023
Small Language Models Improve Giants by Rewriting Their Outputs Giorgos Vernikos Arthur Bravzinskas Jakub Adamek Jonathan Mallinson Aliaksei Severyn Eric Malmi BDL LRM 12 14 0 22 May 2023
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate Boshi Wang Xiang Yue Huan Sun ELM LRM 10 58 0 22 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 31 350 0 19 May 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting Xi Ye Qiaochu Chen Işıl Dillig Greg Durrett ReLM ReCod LRM 31 61 0 16 May 2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation Patrick Fernandes Aman Madaan Emmy Liu António Farinhas Pedro Henrique Martins ... José G. C. de Souza Shuyan Zhou Tongshuang Wu Graham Neubig André F. T. Martins ALM 106 56 0 01 May 2023
Self-Evaluation Guided Beam Search for Reasoning Yuxi Xie Kenji Kawaguchi Yiran Zhao Xu Zhao MingSung Kan Junxian He Qizhe Xie LRM 158 128 0 01 May 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought Ori Yoran Tomer Wolfson Ben Bogin Uri Katz Daniel Deutch Jonathan Berant ReLM LRM KELM 14 94 0 25 Apr 2023
Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback Nikhil Mehta Milagro Teruel Patricio Figueroa Sanz Xinwei Deng Ahmed Hassan Awadallah Julia Kiseleva LLMAG 27 20 0 21 Apr 2023
Reflexion: Language Agents with Verbal Reinforcement Learning Noah Shinn Federico Cassano Beck Labash A. Gopinath Karthik Narasimhan Shunyu Yao LLMAG KELM 11 1,070 0 20 Mar 2023
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 44 295 0 19 Dec 2022
Argumentative Reward Learning: Reasoning About Human Preferences Francis Rhys Ward Francesco Belardinelli Francesca Toni HAI 82 2 0 28 Sep 2022
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 297 3,163 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Interactive Learning from Activity Description Khanh Nguyen Dipendra Kumar Misra Robert Schapire Miroslav Dudík Patrick Shafto 45 34 0 13 Feb 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 191 283 0 23 Oct 2020
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 275 1,561 0 18 Sep 2019