Progressive-Hint Prompting Improves Reasoning in Large Language Models

19 April 2023

Zhengying Liu

Papers citing "Progressive-Hint Prompting Improves Reasoning in Large Language Models"

50 / 85 papers shown

Title
Learning to Plan Before Answering: Self-Teaching LLMs to Learn Abstract Plans for Problem Solving J. Zhang Flood Sung Z. Yang Yang Gao Chongjie Zhang LLMAG 40 0 0 28 Apr 2025
Can Large Language Models Unveil the Mysteries? An Exploration of Their Ability to Unlock Information in Complex Scenarios Chao Wang Luning Zhang Z. Wang Yang Zhou ELM VLM LRM 55 1 0 27 Feb 2025
ARS: Automatic Routing Solver with Large Language Models Kai Li Fei Liu Zhenkun Wang Xialiang Tong Xiongwei Han Mingxuan Yuan 37 0 0 21 Feb 2025
EvoFlow: Evolving Diverse Agentic Workflows On The Fly Guibin Zhang Kaijie Chen Guancheng Wan Heng Chang Hong Cheng K. Wang Shuyue Hu Lei Bai 80 2 0 11 Feb 2025
Can ChatGPT Overcome Behavioral Biases in the Financial Sector? Classify-and-Rethink: Multi-Step Zero-Shot Reasoning in the Gold Investment Shuoling Liu Gaoguo Jia Yuhang Jiang Liyuan Chen Qiang Yang AIFin LRM 93 0 0 17 Jan 2025
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models Sijia Chen Baochun Li Di Niu LLMAG LRM AI4CE 69 11 0 08 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 108 408 0 03 Jan 2025
Toward Adaptive Reasoning in Large Language Models with Thought Rollback Sijia Chen Baochun Li KELM LRM 71 6 0 27 Dec 2024
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning tasks Gregory Kang Ruey Lau Wenyang Hu Diwen Liu Jizhuo Chen S. Ng Bryan Kian Hsiang Low LRM AI4CE 76 7 0 12 Dec 2024
Learning Mathematical Rules with Large Language Models Antoine Gorceix Bastien Le Chenadec Ahmad Rammal N. Vadori Manuela Veloso 23 1 0 22 Oct 2024
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented Generation Prakhar Dixit Tim Oates 25 1 0 17 Oct 2024
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation Chuanyang Zheng Yihang Gao Han Shi Jing Xiong Jiankai Sun ... Xiaozhe Ren Michael Ng Xin Jiang Zhenguo Li Yu Li 31 2 0 07 Oct 2024
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems Guibin Zhang Yanwei Yue Zhixun Li Sukwon Yun Guancheng Wan Kun Wang Dawei Cheng Jeffrey Xu Yu Tianlong Chen 34 8 0 03 Oct 2024
Instance-adaptive Zero-shot Chain-of-Thought Prompting Xiaosong Yuan Chen Shen Shaotian Yan Xiaofeng Zhang Liang Xie Wenxiao Wang Renchu Guan Ying Wang Jieping Ye ReLM LRM 49 4 0 30 Sep 2024
Attention Prompting on Image for Large Vision-Language Models Runpeng Yu Weihao Yu Xinchao Wang VLM 37 6 0 25 Sep 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 71 9 0 09 Jul 2024
Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions Yiming Tang Bin Dong 36 0 0 16 Jun 2024
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies Junlin Wang Siddhartha Jain Dejiao Zhang Baishakhi Ray Varun Kumar Ben Athiwaratkun 38 19 0 10 Jun 2024
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving Aniket Didolkar Anirudh Goyal Nan Rosemary Ke Siyuan Guo Michal Valko Timothy Lillicrap Danilo Jimenez Rezende Yoshua Bengio Michael C. Mozer Sanjeev Arora LRM 36 22 0 20 May 2024
Challenges Faced by Large Language Models in Solving Multi-Agent Flocking Peihan Li Vishnu Menon Bhavanaraj Gudiguntla Daniel Ting Lifeng Zhou AI4CE LLMAG 32 4 0 06 Apr 2024
Octopus: On-device language model for function calling of software APIs Wei Chen Zhiyuan Li Mingyuan Ma LLMAG 25 14 0 02 Apr 2024
Learning to Plan for Language Modeling from Unlabeled Data Nathan Cornille Marie-Francine Moens Florian Mai 30 7 0 31 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
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision Zhiqing Sun Longhui Yu Yikang Shen Weiyang Liu Yiming Yang Sean Welleck Chuang Gan 28 51 0 14 Mar 2024
Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning Yiming Huang Xiao Liu Yeyun Gong Zhibin Gou Yelong Shen Nan Duan Weizhu Chen AIMat LRM 56 36 0 04 Mar 2024
Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap Saurabh Srivastava B. AnnaroseM V. AntoP Shashank Menon Ajay Sukumar T. AdwaithSamod Alan Philipose Stevin Prince Sooraj Thomas ELM ReLM LRM 36 45 0 29 Feb 2024
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning Debrup Das Debopriyo Banerjee Somak Aditya Ashish Kulkarni ReLM LRM 29 10 0 27 Feb 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 46 1 0 24 Feb 2024
An Empirical Categorization of Prompting Techniques for Large Language Models: A Practitioner's Guide Oluwole Fagbohun Rachel M. Harrison Anton Dereventsov 44 6 0 18 Feb 2024
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data Yinya Huang Xiaohan Lin Zhengying Liu Qingxing Cao Huajian Xin Haiming Wang Zhenguo Li Linqi Song Xiaodan Liang ALM 36 35 0 14 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 31 5 0 06 Feb 2024
Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning Yiwei Li Peiwen Yuan Shaoxiong Feng Boyuan Pan Xinglin Wang Bin Sun Heda Wang Kan Li LRM 33 28 0 19 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 33 2 0 15 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 27 4 0 10 Jan 2024
TinyGSM: achieving >80% on GSM8k with small language models Bingbin Liu Sébastien Bubeck Ronen Eldan Janardhan Kulkarni Yuanzhi Li Anh Nguyen Rachel A. Ward Yi Zhang ALM 19 47 0 14 Dec 2023
Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent Haoran Liao Qinyi Du Shaohua Hu Hao He Yanyan Xu Jidong Tian Yaohui Jin LRM AI4CE 32 1 0 14 Dec 2023
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning Subhabrata Dutta Joykirat Singh Ishan Pandey Sunny Manchanda Soumen Chakrabarti Tanmoy Chakraborty ReLM LRM 26 4 0 09 Dec 2023
Universal Self-Consistency for Large Language Model Generation Xinyun Chen Renat Aksitov Uri Alon Jie Jessie Ren Kefan Xiao Pengcheng Yin Sushant Prakash Charles Sutton Xuezhi Wang Denny Zhou LRM 24 66 0 29 Nov 2023
Prompt Engineering Through the Lens of Optimal Control Yifan Luo Yiming Tang Chengfeng Shen Zhennan Zhou Bin Dong OffRL 30 6 0 22 Oct 2023
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving Xueliang Zhao Xinting Huang Wei Bi Lingpeng Kong LRM 46 0 0 19 Oct 2023
Self-Convinced Prompting: Few-Shot Question Answering with Repeated Introspection Haodi Zhang Min Cai Xinhe Zhang Chen Zhang Rui Mao Kaishun Wu KELM LRM ReLM 30 8 0 08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 126 44 0 08 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 22 15 0 05 Oct 2023
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning Murong Yue Jie Zhao Min Zhang Liang Du Ziyu Yao LRM 27 55 0 04 Oct 2023
Dynamic LLM-Agent Network: An LLM-agent Collaboration Framework with Agent Team Optimization Zijun Liu Yanzhe Zhang Peng Li Yang Janet Liu Diyi Yang LLMAG 28 103 0 03 Oct 2023
Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems Aniruddha Deb Neeva Oza Sarthak Singla Dinesh Khandelwal Dinesh Garg Parag Singla 21 8 0 03 Oct 2023
LEGO-Prover: Neural Theorem Proving with Growing Libraries Haiming Wang Huajian Xin Chuanyang Zheng Lin Li Zhengying Liu ... Enze Xie Jian Yin Zhenguo Li Heng Liao Xiaodan Liang LRM 39 61 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 29 7 0 01 Oct 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 28 44 0 30 Sep 2023
SCREWS: A Modular Framework for Reasoning with Revisions K. Shridhar Harsh Jhamtani Hao Fang Benjamin Van Durme Jason Eisner Patrick Xia KELM LRM 30 14 0 20 Sep 2023