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Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

22 November 2022

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Papers citing "Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks"

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Title
RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning Qiguang Chen Libo Qin Jinhao Liu Yue Liao Jiaqi Wang Jingxuan Zhou Wanxiang Che LRM 49 0 0 19 May 2025
MARGE: Improving Math Reasoning for LLMs with Guided Exploration Jingyue Gao Runji Lin Keming Lu Bowen Yu Junyang Lin Jianyu Chen LRM 73 0 0 18 May 2025
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents Lingxiao Diao Xinyue Xu Wanxuan Sun Cheng Yang Zhuosheng Zhang LLMAG ALM ELM 107 0 0 16 May 2025
ZeroTuning: Unlocking the Initial Token's Power to Enhance Large Language Models Without Training Feijiang Han Xiaodong Yu Jianheng Tang Lyle Ungar 102 0 0 16 May 2025
Ranked Voting based Self-Consistency of Large Language Models Weiqin Wang Yile Wang Hui Huang LRM 76 0 0 16 May 2025
Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving Xinji Mai Haotian Xu X. Wu Weinong Wang Yingying Zhang Wenqiang Zhang ReLM LRM 158 3 0 12 May 2025
Evolutionary thoughts: integration of large language models and evolutionary algorithms Antonio Jimeno Yepes Pieter Barnard 71 0 0 09 May 2025
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Representation Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 200 0 0 09 May 2025
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Xin Xu Ningyu Zhang LRM 209 1 0 06 May 2025
Recursive Decomposition with Dependencies for Generic Divide-and-Conquer Reasoning Sergio Hernández-Gutiérrez Minttu Alakuijala Alexander Nikitin Pekka Marttinen LRM 110 2 0 05 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Ziyi Wang Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 327 0 0 05 May 2025
RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library Jiadong Wang Jinhao Jiang Qing Cui Jun Zhou Wayne Xin Zhao SyDa 104 0 0 29 Apr 2025
Evaluating Grounded Reasoning by Code-Assisted Large Language Models for Mathematics Zena Al-Khalili Nick Howell Dietrich Klakow LRM 55 0 0 24 Apr 2025
AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset Ivan Moshkov Darragh Hanley Ivan Sorokin Shubham Toshniwal Christof Henkel Benedikt Schifferer Wei Du Igor Gitman ReLM LRM 99 16 0 23 Apr 2025
A Self-Improving Coding Agent Maxime Robeyns Martin Szummer Laurence Aitchison LLMAG 138 1 0 21 Apr 2025
a1: Steep Test-time Scaling Law via Environment Augmented Generation Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Yuyao Ge Jun Wan Yurong Wu Xueqi Cheng LRM 85 3 0 20 Apr 2025
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models Feiyang Li Peng Fang Zhan Shi Arijit Khan Fang Wang Dan Feng Weihao Wang Xin Zhang Yongjian Cui ReLM LRM 112 1 0 18 Apr 2025
Could Thinking Multilingually Empower LLM Reasoning? Changjiang Gao Xu Huang Wenhao Zhu Shujian Huang Lei Li Fei Yuan LRM 88 2 0 16 Apr 2025
The Hitchhiker's Guide to Program Analysis, Part II: Deep Thoughts by LLMs Haonan Li Hang Zhang Kexin Pei Zhiyun Qian 150 1 0 16 Apr 2025
ToolRL: Reward is All Tool Learning Needs Cheng Qian Emre Can Acikgoz Qi He Hongru Wang Xiusi Chen Dilek Hakkani-Tur Gokhan Tur Heng Ji OffRL LRM 144 32 0 16 Apr 2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs Jiazhan Feng Shijue Huang Xingwei Qu Ge Zhang Yujia Qin Baoquan Zhong Chengquan Jiang Jinxin Chi Wanjun Zhong OffRL ReLM SyDa KELM LRM 181 35 0 15 Apr 2025
Efficient Reasoning Models: A Survey Sicheng Feng Gongfan Fang Xinyin Ma Xinchao Wang ReLM LRM 422 13 0 15 Apr 2025
HD-RAG: Retrieval-Augmented Generation for Hybrid Documents Containing Text and Hierarchical Tables Chi Zhang Qiyang Chen RALM 3DV VLM 103 0 0 13 Apr 2025
A Desideratum for Conversational Agents: Capabilities, Challenges, and Future Directions Emre Can Acikgoz Cheng Qian Hongru Wang Vardhan Dongre Xiusi Chen Heng Ji Dilek Hakkani-Tur Gokhan Tur LM&Ro ELM 199 1 0 07 Apr 2025
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering Ahmed Masry Mohammed Saidul Islam Mahir Ahmed Aayush Bajaj Firoz Kabir ... Mehrad Shahmohammadi Megh Thakkar Md. Rizwan Parvez E. Hoque Shafiq Joty ELM 107 3 0 07 Apr 2025
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking Qisheng Hu Quanyu Long Wenya Wang LRM 95 1 0 03 Apr 2025
Flow State: Humans Enabling AI Systems to Program Themselves Helena Zhang Jakobi Haskell Yosef Frost 82 1 0 03 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Torsten Hoefler Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 523 0 0 03 Apr 2025
On Data Synthesis and Post-training for Visual Abstract Reasoning Ke Zhu Y. Wang Jiangjiang Liu Qunyi Xie Shanshan Liu Gang Zhang SyDa LRM 92 0 0 02 Apr 2025
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences Xiangyang Liu Junliang He Xipeng Qiu ReLM LRM 103 0 0 01 Apr 2025
Collaborative LLM Numerical Reasoning with Local Data Protection Min Zhang Yuzhe Lu Yun Zhou Panpan Xu Lin Lee Cheong Chang-Tien Lu Haozhu Wang 143 0 0 01 Apr 2025
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation Jixuan Leng Chengsong Huang Langlin Huang Bill Yuchen Lin William W. Cohen Haohan Wang Jiaxin Huang LRM 164 1 0 30 Mar 2025
ToRL: Scaling Tool-Integrated RL Xuefeng Li Haoyang Zou Pengfei Liu OffRL LRM 94 14 0 30 Mar 2025
L0-Reasoning Bench: Evaluating Procedural Correctness in Language Models via Simple Program Execution Simeng Sun Cheng-Ping Hsieh Faisal Ladhak Erik Arakelyan Santiago Akle Serano Boris Ginsburg ReLM ELM LRM 496 0 0 28 Mar 2025
A Survey of Large Language Model Agents for Question Answering Murong Yue LLMAG LM&MA ELM 115 5 0 24 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 120 1 0 22 Mar 2025
Med-R1: Reinforcement Learning for Generalizable Medical Reasoning in Vision-Language Models Yuxiang Lai Shitian Zhao Ming Li Jike Zhong Xiaofeng Yang OffRL LRM LM&MA VLM 188 31 0 18 Mar 2025
Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey Yansen Wang Shengqiong Wu Yize Zhang William Yang Wang Ziwei Liu Jiebo Luo Hao Fei LRM 215 31 0 16 Mar 2025
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation Bowen Baker Joost Huizinga Leo Gao Zehao Dou M. Guan Aleksander Mądry Wojciech Zaremba J. Pachocki David Farhi LRM 188 38 0 14 Mar 2025
Ensemble Learning for Large Language Models in Text and Code Generation: A Survey Mari Ashiga Wei Jie Fan Wu Vardan K. Voskanyan Fateme Dinmohammadi P. Brookes Jingzhi Gong Zheng Wang 102 0 0 13 Mar 2025
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning Pengfei Luo Jingbo Zhou Tong Xu Yuan Xia Linli Xu Enhong Chen LRM 151 0 0 13 Mar 2025
Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving Sara Rajaee Kumar Pratik Gabriele Cesa Arash Behboodi OffRL LRM 121 0 0 12 Mar 2025
Probabilistic Reasoning with LLMs for k-anonymity Estimation Jonathan Zheng Sauvik Das Alan Ritter Wei Xu 138 0 0 12 Mar 2025
Reward-Centered ReST-MCTS: A Robust Decision-Making Framework for Robotic Manipulation in High Uncertainty Environments Xibai Wang 79 0 0 07 Mar 2025
DIMSUM: Discourse in Mathematical Reasoning as a Supervision Module Krish Sharma Niyar R. Barman Nicholas M. Asher Akshay Chaturvedi LRM AIMat 130 15 0 06 Mar 2025
An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning Wei Sun Qianlong Du Fuwei Cui Jiajun Zhang OffRL LRM 72 1 0 04 Mar 2025
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning Wenjie Wu Yongcheng Jing Yingjie Wang Wenbin Hu Dacheng Tao RALM LRM 176 2 0 03 Mar 2025
Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction Liping Liu Chunhong Zhang Likang Wu Chuang Zhao Zheng Hu Ming He Jianping Fan LLMAG LRM 73 2 0 02 Mar 2025
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering Andreas Evangelatos Giorgos Filandrianos Maria Lymperaiou Athanasios Voulodimos Giorgos Stamou LMTD 145 0 0 01 Mar 2025
Semantic Integrity Constraints: Declarative Guardrails for AI-Augmented Data Processing Systems Alexander W. Lee Justin Chan Michael Fu Nicolas Kim Akshay Mehta Deepti Raghavan Ugur Cetintemel 102 0 0 01 Mar 2025