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 / 147 papers shown

Title
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 59 0 0 02 May 2025
BELL: Benchmarking the Explainability of Large Language Models Syed Quiser Ahmed Bharathi Vokkaliga Ganesh Jagadish Babu P Karthick Selvaraj ReddySiva Naga Parvathi Devi Sravya Kappala ELM 133 0 0 22 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 142 0 0 03 Apr 2025
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization Brihi Joshi Sriram Venkatapathy Mohit Bansal Nanyun Peng Haw-Shiuan Chang LRM 49 0 0 21 Mar 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems Hashmath Shaik Alex Doboli OffRL ELM 146 0 0 31 Dec 2024
ArgMed-Agents: Explainable Clinical Decision Reasoning with LLM Disscusion via Argumentation Schemes Shengxin Hong Liang Xiao Xin Zhang Jian-Xing Chen LRM 40 2 0 31 Dec 2024
From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question Answering Nathaniel Weir Bhavana Dalvi Mishra Orion Weller Oyvind Tafjord Sam Hornstein Alexander Sabol Peter Alexander Jansen Benjamin Van Durme Peter Clark LRM KELM 92 0 0 23 Dec 2024
Blind Spot Navigation in LLM Reasoning with Thought Space Explorer Jinghan Zhang Fengran Mo Xiting Wang Kunpeng Liu LM&Ro LRM 51 5 0 31 Oct 2024
MiCEval: Unveiling Multimodal Chain of Thought's Quality via Image Description and Reasoning Steps Xiongtao Zhou Jie He Lanyu Chen Jingyu Li Haojing Chen Víctor Gutiérrez-Basulto Jeff Z. Pan H. Chen LRM 55 1 0 18 Oct 2024
Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning Shramay Palta Nishant Balepur Peter Rankel Sarah Wiegreffe Marine Carpuat Rachel Rudinger ELM 31 4 0 06 Oct 2024
Multi-Step Time Series Inference Agent for Reasoning and Automated Task Execution Wen Ye Yizhou Zhang Wei Yang Lumingyuan Tang Defu Cao Jie Cai Yan Liu BDL CoGe AI4TS 36 2 0 05 Oct 2024
System 2 Reasoning Capabilities Are Nigh Scott C. Lowe VLM LRM 40 0 0 04 Oct 2024
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models Yinhong Liu Zhijiang Guo Tianya Liang Ehsan Shareghi Ivan Vulić Nigel Collier 108 0 0 03 Oct 2024
Graph Reasoning with Large Language Models via Pseudo-code Prompting Konstantinos Skianis Giannis Nikolentzos Michalis Vazirgiannis LRM ReLM 35 4 0 26 Sep 2024
Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning Santosh Kumar Radha Yasamin Nouri Jelyani Ara Ghukasyan Oktay Goktas LLMAG LM&Ro LRM 31 5 0 19 Sep 2024
Logically Consistent Language Models via Neuro-Symbolic Integration Diego Calanzone Stefano Teso Antonio Vergari LRM 73 6 0 09 Sep 2024
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning Kai Xiong Xiao Ding Li Du Jiahao Ying Ting Liu Bing Qin Yixin Cao 34 1 0 21 Aug 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 62 25 0 19 Jul 2024
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors Marcos Vinícius Treviso Nuno M. Guerreiro Sweta Agrawal Ricardo Rei José P. Pombal Tânia Vaz Helena Wu Beatriz Silva Daan van Stigt André F. T. Martins LRM 34 7 0 27 Jun 2024
CAVE: Controllable Authorship Verification Explanations Sahana Ramnath Kartik Pandey Elizabeth Boschee Xiang Ren 61 1 0 24 Jun 2024
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step Zezhong Wang Xingshan Zeng Weiwen Liu Yufei Wang Liangyou Li Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong LRM 56 3 0 23 Jun 2024
A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression Yufan Zhu Zi-Yu Khoo Jonathan Sze Choong Low Stephane Bressan AI4Ed 25 2 0 17 Jun 2024
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs Yi Fang Moxin Li Wenjie Wang Hui Lin Fuli Feng LRM 60 5 0 17 Jun 2024
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 69 5 0 11 Jun 2024
Process-Driven Autoformalization in Lean 4 Jianqiao Lu Zhengying Liu Yingjia Wan Yinya Huang Haiming Wang Zhicheng YANG Jing Tang Zhijiang Guo AI4CE 37 14 0 04 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 44 57 0 03 Jun 2024
Brainstorming Brings Power to Large Language Models of Knowledge Reasoning Zining Qin Chenhao Wang Huiling Qin Weijia Jia LRM 29 1 0 02 Jun 2024
Towards Dialogues for Joint Human-AI Reasoning and Value Alignment Elfia Bezou-Vrakatseli O. Cocarascu Sanjay Modgil 30 0 0 28 May 2024
Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models Yitian Li Jidong Tian Hao He Yaohui Jin LRM ReLM 27 0 0 09 May 2024
Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics Hanlin Zhu Baihe Huang Shaolun Zhang Michael I. Jordan Jiantao Jiao Yuandong Tian Stuart Russell LRM AI4CE 47 13 0 07 May 2024
Towards Logically Consistent Language Models via Probabilistic Reasoning Diego Calanzone Stefano Teso Antonio Vergari LRM HILM 37 2 0 19 Apr 2024
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought Jooyoung Lee Fan Yang Thanh Tran Qian Hu Emre Barut Kai-Wei Chang Chengwei Su ReLM LLMAG LRM 19 10 0 04 Apr 2024
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner Yuxuan Yao Han Wu Zhijiang Guo Biyan Zhou Jiahui Gao Sichun Luo Hanxu Hou Xiaojin Fu Linqi Song LLMAG LRM 40 9 0 28 Mar 2024
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization Jin Peng Zhou Charles Staats Wenda Li Christian Szegedy Kilian Q. Weinberger Yuhuai Wu LRM 24 27 0 26 Mar 2024
Information-Theoretic Distillation for Reference-less Summarization Jaehun Jung Ximing Lu Liwei Jiang Faeze Brahman Peter West Pang Wei Koh Yejin Choi 38 3 0 20 Mar 2024
Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection Moxin Li Wenjie Wang Fuli Feng Fengbin Zhu Qifan Wang Tat-Seng Chua HILM LRM 38 13 0 15 Mar 2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification Fei Wang Chao Shang Sarthak Jain Shuai Wang Qiang Ning Bonan Min Vittorio Castelli Yassine Benajiba Dan Roth ALM 22 7 0 10 Mar 2024
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models Haoran Liao Jidong Tian Shaohua Hu Hao He Yaohui Jin ReLM LRM 43 1 0 24 Feb 2024
Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? Nishant Balepur Abhilasha Ravichander Rachel Rudinger ELM 35 19 0 19 Feb 2024
An Examination on the Effectiveness of Divide-and-Conquer Prompting in Large Language Models Yizhou Zhang Lun Du Defu Cao Qiang Fu Yan Liu LRM 20 7 0 08 Feb 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification Soumya Sanyal Tianyi Xiao Jiacheng Liu Wenya Wang Xiang Ren LRM ReLM 49 12 0 06 Feb 2024
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 55 29 0 02 Feb 2024
Enhancing Ethical Explanations of Large Language Models through Iterative Symbolic Refinement Xin Quan Marco Valentino Louise A. Dennis André Freitas LRM 20 11 0 01 Feb 2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains Alon Jacovi Yonatan Bitton Bernd Bohnet Jonathan Herzig Or Honovich Michael Tseng Michael Collins Roee Aharoni Mor Geva LRM 34 18 0 01 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 67 26 0 25 Jan 2024
SocraSynth: Multi-LLM Reasoning with Conditional Statistics Edward Y. Chang LLMAG LRM 25 7 0 19 Jan 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability Afra Feyza Akyürek Ekin Akyürek Leshem Choshen Derry Wijaya Jacob Andreas HILM SyDa 41 16 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 102 34 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 22 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 34 87 0 30 Nov 2023