Successive Prompting for Decomposing Complex Questions

8 December 2022

Papers citing "Successive Prompting for Decomposing Complex Questions"

50 / 91 papers shown

Title
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory Yexiang Liu Zekun Li Zhi Fang Nan Xu Ran He Tieniu Tan LRM 7 0 0 16 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 39 0 0 13 May 2025
Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think Hasan Hammoud Hani Itani Bernard Ghanem ReLM LRM 80 1 0 29 Apr 2025
Knowledge Acquisition on Mass-shooting Events via LLMs for AI-Driven Justice Benign John Ihugba Afsana Nasrin Ling Wu Lin Li Lijun Qian Xishuang Dong 31 0 0 17 Apr 2025
Fast-Slow-Thinking: Complex Task Solving with Large Language Models Yiliu Sun Yanfang Zhang Zicheng Zhao Sheng Wan Dacheng Tao Chen Gong LRM 35 0 0 11 Apr 2025
Redefining Machine Translation on Social Network Services with Large Language Models Hongcheng Guo Fei Zhao Shaosheng Cao Xinze Lyu Z. Liu ... Boyang Wang Z. Li Chonggang Lu Zhe Xu Yao Hu 25 0 0 10 Apr 2025
CoLa -- Learning to Interactively Collaborate with Large LMs Abhishek Sharma Dan Goldwasser LLMAG SyDa 62 0 0 03 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 151 0 0 03 Apr 2025
SUNAR: Semantic Uncertainty based Neighborhood Aware Retrieval for Complex QA Venktesh V Mandeep Rathee Avishek Anand RALM LRM 58 0 0 23 Mar 2025
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 49 0 0 10 Mar 2025
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation A. Zebaze Benoît Sagot Rachel Bawden 72 0 0 06 Mar 2025
DISC: Dynamic Decomposition Improves LLM Inference Scaling Jonathan Light Wei Cheng Wu Yue Masafumi Oyamada Mengdi Wang Santiago Paternain Haifeng Chen ReLM LRM 64 2 0 23 Feb 2025
CER: Confidence Enhanced Reasoning in LLMs Ali Razghandi Seyed Mohsen Hosseini Mahdieh Soleymani Baghshah LRM 103 2 0 21 Feb 2025
Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation Eleni Sgouritsa Virginia Aglietti Yee Whye Teh Arnaud Doucet A. Gretton Silvia Chiappa ReLM LRM 82 0 0 18 Dec 2024
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning Millennium Bismay Xiangjue Dong James Caverlee LRM 37 3 0 30 Oct 2024
Markov Chain of Thought for Efficient Mathematical Reasoning Wen Yang Kai Fan Minpeng Liao LRM 39 4 0 23 Oct 2024
Tree of Problems: Improving structured problem solving with compositionality A. Zebaze Benoît Sagot Rachel Bawden LRM 27 2 0 09 Oct 2024
Visual Question Decomposition on Multimodal Large Language Models Haowei Zhang Jianzhe Liu Zhen Han Shuo Chen Bailan He Volker Tresp Zhiqiang Xu Jindong Gu 25 2 0 28 Sep 2024
E-SQL: Direct Schema Linking via Question Enrichment in Text-to-SQL Hasan Alp Caferoğlu Özgür Ulusoy 56 12 0 25 Sep 2024
End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting Leijie Wang Kathryn Yurechko Pranati Dani Quan Ze Chen Amy X. Zhang 45 3 0 05 Sep 2024
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge Tianshi Zheng Jiaxin Bai Yicheng Wang Tianqing Fang Yue Guo Yauwai Yim Yangqiu Song ELM LRM 26 3 0 30 Jul 2024
SADL: An Effective In-Context Learning Method for Compositional Visual QA Long Hoang Dang T. Le Vuong Le Tu Minh Phuong Truyen Tran ReLM CoGe 46 2 0 02 Jul 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering Zheng Chu Jingchang Chen Qianglong Chen Haotian Wang Kun Zhu Xiyuan Du Weijiang Yu Ming Liu Bing Qin LRM 49 4 0 28 Jun 2024
ICLEval: Evaluating In-Context Learning Ability of Large Language Models Wentong Chen Yankai Lin ZhenHao Zhou HongYun Huang Yantao Jia Zhao Cao Ji-Rong Wen ELM 34 3 0 21 Jun 2024
MoreHopQA: More Than Multi-hop Reasoning Julian Schnitzler Xanh Ho Jiahao Huang Florian Boudin Saku Sugawara Akiko Aizawa LRM 45 7 0 19 Jun 2024
Learning Task Decomposition to Assist Humans in Competitive Programming Jiaxin Wen Ruiqi Zhong Pei Ke Zhihong Shao Hongning Wang Minlie Huang ReLM 34 8 0 07 Jun 2024
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation Jingchang Chen Hongxuan Tang Zheng Chu Qianglong Chen Zekun Wang Ming Liu Bing Qin 52 4 0 30 May 2024
On the Evaluation of Machine-Generated Reports James Mayfield Eugene Yang Dawn J Lawrie Sean MacAvaney Paul McNamee ... Orion Weller Efsun Kayi Kate Sanders Marc Mason Noah Hibbler ALM 101 12 0 02 May 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples Lihang Pan Yuxuan Li Chun Yu Yuanchun Shi LLMAG 38 1 0 24 Apr 2024
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction Zheye Deng Chunkit Chan Weiqi Wang Yuxi Sun Wei Fan Tianshi Zheng Yauwai Yim Yangqiu Song LMTD RALM 35 9 0 22 Apr 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 37 1 0 30 Mar 2024
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? Qineng Wang Zihao W. Wang Ying Su Hanghang Tong Yangqiu Song LLMAG LRM 33 58 0 28 Feb 2024
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers Xirui Li Ruochen Wang Minhao Cheng Tianyi Zhou Cho-Jui Hsieh AAML 44 37 0 25 Feb 2024
Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering Pragya Srivastava Manuj Malik Vivek Gupta T. Ganu Dan Roth 25 14 0 17 Feb 2024
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts Pardis Sadat Zahraei Ali Emami 16 6 0 31 Jan 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 23 0 0 25 Jan 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 75 27 0 25 Jan 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance Haorui Wang Rongzhi Zhang Yinghao Li Lingkai Kong Yuchen Zhuang Xiusi Chen Chao Zhang LRM 43 5 0 24 Jan 2024
Structsum Generation for Faster Text Comprehension Parag Jain Andreea Marzoca Francesco Piccinno ReLM 31 5 0 12 Jan 2024
Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint Zhipeng Chen Kun Zhou Wayne Xin Zhao Junchen Wan Fuzheng Zhang Di Zhang Ji-Rong Wen KELM 39 32 0 11 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 23 73 0 01 Jan 2024
SimLM: Can Language Models Infer Parameters of Physical Systems? Sean Memery Mirella Lapata Kartic Subr LRM AI4CE 22 2 0 21 Dec 2023
Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model Yu-Chen Lin Akhilesh Kumar Norman Chang Wen-Liang Zhang Muhammad Zakir Rucha Apte Haiyang He Chao Wang Jyh-Shing Roger Jang 27 1 0 27 Nov 2023
BLT: Can Large Language Models Handle Basic Legal Text? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme AILaw ELM 39 7 0 16 Nov 2023
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception Chaitanya Malaviya Subin Lee Dan Roth Mark Yatskar 31 1 0 16 Nov 2023
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts Qineng Wang Zihao W. Wang Ying Su Yangqiu Song AI4CE LLMAG 31 0 0 13 Nov 2023
Analyzing Modular Approaches for Visual Question Decomposition Apoorv Khandelwal Ellie Pavlick Chen Sun 45 4 0 10 Nov 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 32 3 0 24 Oct 2023
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation Swarnadeep Saha Omer Levy Asli Celikyilmaz Mohit Bansal Jason Weston Xian Li MoMe 23 70 0 23 Oct 2023
Small Language Models Fine-tuned to Coordinate Larger Language Models improve Complex Reasoning Gurusha Juneja Subhabrata Dutta Soumen Chakrabarti Sunny Manchanda Tanmoy Chakraborty LRM ReLM 16 15 0 21 Oct 2023