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Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations

24 May 2022

Faeze Brahman

Yejin Choi

Papers citing "Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations"

50 / 142 papers shown

Title
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability Afra Feyza Akyürek Ekin Akyürek Leshem Choshen Derry Wijaya Jacob Andreas HILM SyDa 125 18 0 16 Jan 2024
Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning Zhiting Hu Tianmin Shu LLMAG LM&Ro LRM 161 37 0 08 Dec 2023
FlexModel: A Framework for Interpretability of Distributed Large Language Models Matthew Choi Muhammad Adil Asif John Willes David Emerson AI4CE ALM 64 1 0 05 Dec 2023
Applying Large Language Models and Chain-of-Thought for Automatic Scoring Gyeong-Geon Lee Ehsan Latif Xuansheng Wu Ninghao Liu Xiaoming Zhai 73 102 0 30 Nov 2023
Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models Jinyoung Park Ameen Patel Omar Zia Khan Hyunwoo J. Kim Jooyeon Kim KELM LRM ReLM 78 4 0 16 Nov 2023
Towards Evaluating AI Systems for Moral Status Using Self-Reports Ethan Perez Robert Long ELM 65 11 0 14 Nov 2023
Fast Chain-of-Thought: A Glance of Future from Parallel Decoding Leads to Answers Faster Hongxuan Zhang Zhining Liu Yao Zhao Jiaqi Zheng Chenyi Zhuang Jinjie Gu Guihai Chen LRM MLLM 48 1 0 14 Nov 2023
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning Ruixin Hong Hongming Zhang Xinyu Pang Dong Yu Changshui Zhang LRM 87 27 0 14 Nov 2023
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA Dhruv Agarwal Rajarshi Das Sopan Khosla Rashmi Gangadharaiah OffRL 61 8 0 14 Nov 2023
It's Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning Nishant Balepur Shramay Palta Rachel Rudinger LRM 72 11 0 13 Nov 2023
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves Yihe Deng Weitong Zhang Zixiang Chen Quanquan Gu LRM 113 86 0 07 Nov 2023
Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data Antonis Antoniades Yiyi Yu Joseph Canzano William Wang Spencer L. Smith AI4CE 114 13 0 31 Oct 2023
Improving Language Models Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary Myeongjun Jang Thomas Lukasiewicz 57 5 0 24 Oct 2023
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design Henry W Sprueill Carl Edwards Mariefel V. Olarte Udishnu Sanyal Heng Ji Sutanay Choudhury LRM 117 11 0 22 Oct 2023
Prompt Engineering Through the Lens of Optimal Control Yifan Luo Yiming Tang Chengfeng Shen Zhennan Zhou Bin Dong OffRL 67 7 0 22 Oct 2023
ToolChain: Efficient Action Space Navigation in Large Language Models with A Search Yuchen Zhuang Xiang Chen Tong Yu Saayan Mitra Victor S. Bursztyn Ryan Rossi Somdeb Sarkhel Chao Zhang LLMAG 81 60 0 20 Oct 2023
Who Are All The Stochastic Parrots Imitating? They Should Tell Us! Sagi Shaier Lawrence E Hunter Katharina von der Wense 75 4 0 16 Oct 2023
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents Hyungjoo Chae Yongho Song Kai Tzu-iunn Ong Taeyoon Kwon Minjin Kim Youngjae Yu Dongha Lee Dongyeop Kang Jinyoung Yeo LRM 85 42 0 13 Oct 2023
Learning To Teach Large Language Models Logical Reasoning Meiqi Chen Yubo Ma Kaitao Song Yixin Cao Yan Zhang Dongsheng Li ELM LRM 50 17 0 13 Oct 2023
Teaching Language Models to Hallucinate Less with Synthetic Tasks Erik Jones Hamid Palangi Clarisse Simoes Varun Chandrasekaran Subhabrata Mukherjee Arindam Mitra Ahmed Hassan Awadallah Ece Kamar HILM 87 27 0 10 Oct 2023
Advancing Transformer's Capabilities in Commonsense Reasoning Yu Zhou Yunqiu Han Hanyu Zhou Yulun Wu VLM LRM ReLM 50 0 0 10 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 167 55 0 08 Oct 2023
Concise and Organized Perception Facilitates Reasoning in Large Language Models Junjie Liu Shaotian Yan Chen Shen Zhengdong Xiao Wenxiao Wang Jieping Ye Jieping Ye LRM 111 1 0 05 Oct 2023
Benchmarking and Improving Generator-Validator Consistency of Language Models Xiang Lisa Li Vaishnavi Shrivastava Siyan Li Tatsunori Hashimoto Percy Liang 85 31 0 03 Oct 2023
Large Language Models as Analogical Reasoners Michihiro Yasunaga Xinyun Chen Yujia Li Panupong Pasupat J. Leskovec Percy Liang Ed H. Chi Denny Zhou ReLM LRM 108 86 0 03 Oct 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models Shiqi Chen Yiran Zhao Jinghan Zhang Ethan Chern Siyang Gao Pengfei Liu Junxian He HILM 126 41 0 01 Oct 2023
Adaptive-Solver Framework for Dynamic Strategy Selection in Large Language Model Reasoning Jianpeng Zhou Wanjun Zhong Yanlin Wang Jiahai Wang LRM 127 8 0 01 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 62 1 0 30 Sep 2023
SocREval: Large Language Models with the Socratic Method for Reference-Free Reasoning Evaluation Hangfeng He Hongming Zhang Dan Roth LRM ELM ReLM 119 15 0 29 Sep 2023
Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Baizhou Huang Hugo Caselles-Dupré Weizhu Chen Xiaojun Wan Mohamed Chetouani LRM 104 31 0 29 Sep 2023
Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training Xidong Feng Bo Liu Muning Wen Stephen Marcus McAleer Ying Wen Weinan Zhang Jun Wang LRM AI4CE 91 202 0 29 Sep 2023
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic Xufeng Zhao Mengdi Li Wenhao Lu C. Weber Jae Hee Lee Kun-Mo Chu S. Wermter LRM AI4CE ReLM 102 37 0 23 Sep 2023
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning Rajasekhar Reddy Mekala Yasaman Razeghi Sameer Singh LRM 91 11 0 16 Sep 2023
S3C: Semi-Supervised VQA Natural Language Explanation via Self-Critical Learning Wei Suo Mengyang Sun Weisong Liu Yi-Meng Gao Peifeng Wang Yanning Zhang Qi Wu LRM 68 7 0 05 Sep 2023
Situated Natural Language Explanations Zining Zhu Hao Jiang Jingfeng Yang Sreyashi Nag Chao Zhang Jie Huang Yifan Gao Frank Rudzicz Bing Yin LRM 66 1 0 27 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 116 216 0 06 Aug 2023
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks Yanis Labrak Mickael Rouvier Richard Dufour LM&MA 75 29 0 22 Jul 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification Neel Guha Mayee F. Chen Kush S. Bhatia Azalia Mirhoseini Frederic Sala Christopher Ré 78 4 0 20 Jul 2023
Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting Rylan Schaeffer Kateryna Pistunova Samarth Khanna Sarthak Consul Oluwasanmi Koyejo ReLM LRM 64 11 0 20 Jul 2023
PharmacyGPT: The AI Pharmacist Zheng Liu Zihao Wu Mengxuan Hu Bokai Zhao Lin Zhao ... Ye Shen Sheng Li Brian Murray Tianming Liu Andrea Sikora LM&MA AI4MH 111 0 0 19 Jul 2023
Question Decomposition Improves the Faithfulness of Model-Generated Reasoning Ansh Radhakrishnan Karina Nguyen Anna Chen Carol Chen Carson E. Denison ... Zac Hatfield-Dodds Jared Kaplan J. Brauner Sam Bowman Ethan Perez ReLM LRM HILM 110 89 0 17 Jul 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference Animesh Nighojkar Antonio Laverghetta John Licato 59 4 0 16 Jun 2023
Politeness Stereotypes and Attack Vectors: Gender Stereotypes in Japanese and Korean Language Models Victor Steinborn Antonis Maronikolakis Hinrich Schütze 68 0 0 16 Jun 2023
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! Zaid Khan B. Vijaykumar S. Schulter Xiang Yu Y. Fu Manmohan Chandraker VLM MLLM 96 18 0 06 Jun 2023
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language Kevin Ellis BDL LRM 68 16 0 05 Jun 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models Fengzhu Zeng Wei Gao 69 6 0 05 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 168 604 0 24 May 2023
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models Natalie Shapira Mosh Levy S. Alavi Xuhui Zhou Yejin Choi Yoav Goldberg Maarten Sap Vered Shwartz LLMAG ELM 116 128 0 24 May 2023
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction Ishani Mondal Michelle Yuan N. Anandhavelu Aparna Garimella Francis Ferraro Andrew Blair-Stanek Benjamin Van Durme Jordan L. Boyd-Graber 67 1 0 24 May 2023
Language Models with Rationality Nora Kassner Oyvind Tafjord Ashish Sabharwal Kyle Richardson Hinrich Schütze Peter Clark ReLM KELM LRM 114 17 0 23 May 2023