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Complexity-Based Prompting for Multi-Step Reasoning

3 October 2022

Papers citing "Complexity-Based Prompting for Multi-Step Reasoning"

50 / 327 papers shown

Title
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning Chaoyi Zhang Kevin Qinghong Lin Zhengyuan Yang Jianfeng Wang Linjie Li Chung-Ching Lin Zicheng Liu Lijuan Wang VGen 111 32 0 29 Nov 2023
DUnE: Dataset for Unified Editing Afra Feyza Akyürek Eric Pan Garry Kuwanto Derry Wijaya KELM 86 18 0 27 Nov 2023
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations Zhicheng YANG Yinya Huang Jing Xiong Liang Feng Xiaodan Liang Yiwei Wang Jing Tang LRM 91 2 0 22 Nov 2023
Structured Chemistry Reasoning with Large Language Models Siru Ouyang Zhuosheng Zhang Bing Yan Xuan Liu Yejin Choi Jiawei Han Lianhui Qin LRM 83 17 0 16 Nov 2023
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification Yaxin Zhu Hamed Zamani 91 4 0 16 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 89 3 0 15 Nov 2023
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving Chang Gao Haiyun Jiang Deng Cai Shuming Shi Wai Lam LRM 92 7 0 15 Nov 2023
Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios Lei Lin Jiayi Fu Pengli Liu Qingyang Li Yan Gong Junchen Wan Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM 55 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
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts Qineng Wang Zihao Wang Ying Su Yangqiu Song AI4CE LLMAG 88 1 0 13 Nov 2023
Large Language Models are In-context Teachers for Knowledge Reasoning Jiachen Zhao Zonghai Yao Zhichao Yang Hong-ye Yu ReLM LRM 64 2 0 12 Nov 2023
Are LLMs Rigorous Logical Reasoner? Empowering Natural Language Proof Generation with Contrastive Stepwise Decoding Ying Su Xiaojin Fu Mingwen Liu Zhijiang Guo LRM 70 3 0 12 Nov 2023
Implicit Chain of Thought Reasoning via Knowledge Distillation Yuntian Deng Kiran Prasad Roland Fernandez P. Smolensky Vishrav Chaudhary Stuart M. Shieber ReLM LRM 82 52 0 02 Nov 2023
Harnessing GPT-3.5-turbo for Rhetorical Role Prediction in Legal Cases Anas Belfathi Nicolas Hernandez Laura Monceaux AILaw 72 4 0 26 Oct 2023
In-Context Ability Transfer for Question Decomposition in Complex QA Venktesh V Sourangshu Bhattacharya Avishek Anand LRM ReLM 101 5 0 26 Oct 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models Ge Zheng Bin Yang Jiajin Tang Hong-Yu Zhou Sibei Yang LRM MLLM 100 117 0 25 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 83 6 0 24 Oct 2023
Enhancing Chemistry Learning with ChatGPT, Bing Chat, Bard, and Claude as Agents-to-Think-With: A Comparative Case Study Renato P. dos Santos 52 4 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 Zhang LRM LLMAG 67 33 0 23 Oct 2023
CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks Hoang Nguyen Ye Liu Chenwei Zhang Tao Zhang Philip S. Yu LRM 73 16 0 23 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
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving Xueliang Zhao Xinting Huang Wei Bi Lingpeng Kong LRM 91 1 0 19 Oct 2023
Eliminating Reasoning via Inferring with Planning: A New Framework to Guide LLMs' Non-linear Thinking Yongqi Tong Yifan Wang Dawei Li Sizhe Wang Zi Lin Simeng Han Jingbo Shang LRM 62 17 0 18 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 71 4 0 18 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 142 2 0 11 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 178 55 0 09 Oct 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang Qianhui Wu Chin-Yew Lin Yuqing Yang Lili Qiu 124 119 0 09 Oct 2023
Do Large Language Models Know about Facts? Xuming Hu Junzhe Chen Xiaochuan Li Yingxin Lai Lijie Wen Philip S. Yu Zhijiang Guo HILM KELM 71 54 0 08 Oct 2023
An Investigation of LLMs' Inefficacy in Understanding Converse Relations Chengwen Qi Bowen Li Binyuan Hui Bailin Wang Jinyang Li Jinwang Wu Yuanjun Laili 87 11 0 08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 173 55 0 08 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 71 16 0 07 Oct 2023
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models Song Jiang Zahra Shakeri Aaron Chan Maziar Sanjabi Hamed Firooz ... Bugra Akyildiz Yizhou Sun Jinchao Li Qifan Wang Asli Celikyilmaz LRM ReLM 69 8 0 07 Oct 2023
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning Ke Wang Houxing Ren Aojun Zhou Zimu Lu Sichun Luo Weikang Shi Renrui Zhang Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM SyDa 138 106 0 05 Oct 2023
It's MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk Amanda Bertsch Alex Xie Graham Neubig Matthew R. Gormley 93 36 0 02 Oct 2023
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 214 80 0 02 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 77 1 0 30 Sep 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration Qiushi Sun Zhangyue Yin Xiang Li Zhiyong Wu Xipeng Qiu Lingpeng Kong LRM LLMAG 104 50 0 30 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 131 175 0 27 Sep 2023
Are Human-generated Demonstrations Necessary for In-context Learning? Rui Li Guoyin Wang Jiwei Li LRM 64 14 0 26 Sep 2023
Bridging the Gulf of Envisioning: Cognitive Design Challenges in LLM Interfaces Hariharan Subramonyam Roy Pea Christopher Pondoc Maneesh Agrawala Colleen M. Seifert 84 58 0 25 Sep 2023
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models Haoyu Gao Ting-En Lin Hangyu Li Min Yang Yuchuan Wu Wentao Ma Yongbin Li LRM 86 11 0 22 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 126 395 0 21 Sep 2023
Design of Chain-of-Thought in Math Problem Solving Zhanming Jie Trung Quoc Luong Xinbo Zhang Xiaoran Jin Hang Li LRM 133 11 0 20 Sep 2023
Re-Reading Improves Reasoning in Large Language Models Xiaohan Xu Chongyang Tao Tao Shen Can Xu Hongbo Xu Guodong Long Jian-Guang Lou ReLM LRM KELM 59 25 0 12 Sep 2023
MathAttack: Attacking Large Language Models Towards Math Solving Ability Zihao Zhou Qiufeng Wang Mingyu Jin Jie Yao Jianan Ye Wei Liu Wei Wang Xiaowei Huang Kaizhu Huang AAML 117 29 0 04 Sep 2023
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function Haotian Xu LRM 98 14 0 01 Sep 2023
When Do Program-of-Thoughts Work for Reasoning? Zhen Bi Ningyu Zhang Yinuo Jiang Shumin Deng Guozhou Zheng Huajun Chen LRM 164 22 0 29 Aug 2023
Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering Angus Addlesee Weronika Sieiñska Nancie Gunson Daniel Hernández García Christian Dondrup Oliver Lemon 48 21 0 29 Aug 2023
Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs Ziyi Tang Ruilin Wang Weixing Chen Keze Wang Yang Liu Tianshui Chen Liang Lin Tianshui Chen Liang Lin LRM 65 0 0 23 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 189 718 0 18 Aug 2023