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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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Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs Dayu Yang Tianyang Liu Daoan Zhang Antoine Simoulin Xiaoyi Liu ... Zhaopu Teng Xin Qian Grey Yang Jiebo Luo Julian McAuley ReLM OffRL LRM 158 12 0 26 Feb 2025
MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning Jiazhen Pan Che Liu Junde Wu Fenglin Liu Jiayuan Zhu Hongwei Bran Li Chen Chen Cheng Ouyang Daniel Rueckert LRM LM&MA VLM 146 42 0 26 Feb 2025
Starjob: Dataset for LLM-Driven Job Shop Scheduling Henrik Abgaryan Tristan Cazenave Ararat Harutyunyan 125 2 0 26 Feb 2025
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning Yanan Chen Ali Pesaranghader Tanmana Sadhu LRM 120 0 0 26 Feb 2025
Multi-LLM Collaborative Search for Complex Problem Solving Sen Yang Yafu Li Wai Lam Yu Cheng LLMAG LRM 115 2 0 26 Feb 2025
Self-rewarding correction for mathematical reasoning Wei Xiong Hanning Zhang Chenlu Ye Lichang Chen Nan Jiang Tong Zhang ReLM KELM LRM 162 22 0 26 Feb 2025
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding Max Ku Thomas Chong Jonathan Leung Krish Shah Alvin Yu Wenhu Chen LRM 139 4 0 26 Feb 2025
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments Patomporn Payoungkhamdee Pume Tuchinda Jinheon Baek Samuel Cahyawijaya Can Udomcharoenchaikit Potsawee Manakul Peerat Limkonchotiwat Ekapol Chuangsuwanich Sarana Nutanong LRM 91 2 0 25 Feb 2025
AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models Qin Zhu Fei Huang Runyu Peng Keming Lu Bowen Yu Qinyuan Cheng Xipeng Qiu Xuanjing Huang Junyang Lin ReLM ELM LRM 83 4 0 24 Feb 2025
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling Yiwen Ding Zhiheng Xi Wei He Zhuoyuan Li Yitao Zhai Xiaowei Shi Xunliang Cai Tao Gui Qi Zhang Xuanjing Huang LRM 177 6 0 24 Feb 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines Saurabh Srivastava Sweta Pati Ziyu Yao 127 3 0 22 Feb 2025
CER: Confidence Enhanced Reasoning in LLMs Ali Razghandi Seyed Mohammad Hadi Hosseini Mahdieh Soleymani Baghshah LRM 182 5 0 20 Feb 2025
Theoretical Physics Benchmark (TPBench) -- a Dataset and Study of AI Reasoning Capabilities in Theoretical Physics Daniel J.H. Chung Zhiqi Gao Yurii Kvasiuk Tianyi Li Moritz Münchmeyer Maja Rudolph Frederic Sala Sai Chaitanya Tadepalli AIMat 96 7 0 19 Feb 2025
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search Yifan Ji Zhipeng Xu Zhenghao Liu Yukun Yan S. Yu Yongqian Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 96 4 0 18 Feb 2025
ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models Hanxing Ding Shuchang Tao Liang Pang Zihao Wei Jinyang Gao Bolin Ding Huawei Shen Xueqi Chen LLMAG KELM 186 2 0 17 Feb 2025
Preference Optimization for Reasoning with Pseudo Feedback Fangkai Jiao Geyang Guo Xingxing Zhang Nancy F. Chen Shafiq Joty Furu Wei LRM 215 16 0 17 Feb 2025
Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving Xin Xu Yan Xu Tianhao Chen Yuchen Yan Chengwu Liu ... Yansen Wang Yichun Yin Yijiao Wang Lifeng Shang Qiang Liu LRM 174 3 0 17 Feb 2025
Integrating Expert Knowledge into Logical Programs via LLMs Franciszek Górski Oskar Wysocki Marco Valentino André Freitas 446 0 0 17 Feb 2025
GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder Seunghyuk Cho Zhenyue Qin Yang Liu Youngbin Choi Seungbeom Lee Dongwoo Kim 83 0 0 17 Feb 2025
Typhoon T1: An Open Thai Reasoning Model Pittawat Taveekitworachai Potsawee Manakul Kasima Tharnpipitchai Kunat Pipatanakul OffRL LRM 276 0 0 13 Feb 2025
MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training Xinxin You Xien Liu Qixin Sun Huan Zhang Kaiyin Zhou Shaohui Liu Guoping Hu Shijin Wang Si Liu Ji Wu 184 0 0 13 Feb 2025
Enhancing LLM Character-Level Manipulation via Divide and Conquer Zhen Xiong Yujun Cai Bryan Hooi Nanyun Peng Kai-Wei Chang Zhecheng Li 162 0 0 12 Feb 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs Hai-Tao Zheng Jiayi Kuang Haojing Huang Zhikun Xu Xinnian Liang ... Jue Chen Chao Qu Ying Shen Hai-Tao Zheng Philip S. Yu LRM 148 2 0 12 Feb 2025
Rationalization Models for Text-to-SQL Gaetano Rossiello Nhan Pham Michael R. Glass Junkyu Lee Shankar Subramanian ReLM LRM 200 0 0 10 Feb 2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment Cheryl Li Tianyuan Xu Yiwen Guo LRM 481 3 0 05 Feb 2025
IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller LRM 104 0 0 05 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 196 0 0 04 Feb 2025
UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models Xin Xu Qiyun Xu Tong Xiao Tianhao Chen Yuchen Yan Jiaxin Zhang Shizhe Diao Can Yang Yang Wang LRM AI4CE ELM 282 8 0 01 Feb 2025
TableMaster: A Recipe to Advance Table Understanding with Language Models Lang Cao Hanbing Liu LMTD RALM 559 4 1 31 Jan 2025
Using Large Language Models for education managements in Vietnamese with low resources Duc Do Minh Vinh Nguyen Van Thang Dam Cong 102 1 0 28 Jan 2025
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 179 0 0 28 Jan 2025
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models Junyu Chen Han Cai Junsong Chen Enze Xie Shang Yang Haotian Tang Zhekai Zhang Yaojie Lu Song Han DiffM 176 7 0 20 Jan 2025
ChartInsighter: An Approach for Mitigating Hallucination in Time-series Chart Summary Generation with A Benchmark Dataset Fen Wang Bomiao Wang Xueli Shu Zhen Liu Zekai Shao Chao Liu Siming Chen AI4TS 57 2 0 17 Jan 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 213 0 0 17 Jan 2025
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation Xuanle Zhao Xianzhen Luo Qi Shi Chong Chen Shuo Wang Wanxiang Che Zhiyuan Liu MLLM 143 12 0 11 Jan 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 163 11 0 03 Jan 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 235 14 0 03 Jan 2025
LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning about Actions Adam Ishay Joohyung Lee LRM 101 4 0 01 Jan 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 467 0 0 31 Dec 2024
Toward Adaptive Reasoning in Large Language Models with Thought Rollback Sijia Chen Baochun Li KELM LRM 128 8 0 27 Dec 2024
Knowledge Editing through Chain-of-Thought Changyue Wang Weihang Su Qingyao Ai Yang Liu KELM 105 5 0 23 Dec 2024
Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling Ziyi Ni Yifan Li Ning Yang Dou Shen Pin Lv Daxiang Dong LRM 122 2 0 19 Dec 2024
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types Xuanliang Zhang Dingzirui Wang Baoxin Wang Longxu Dou Xinyuan Lu Keyan Xu Dayong Wu Qingfu Zhu Wanxiang Che LMTD 512 2 0 16 Dec 2024
CoinMath: Harnessing the Power of Coding Instruction for Math LLMs Chengwei Wei Bin Wang Jung-jae Kim Guimei Liu Nancy F. Chen LRM 106 1 0 16 Dec 2024
LAW: Legal Agentic Workflows for Custody and Fund Services Contracts William Watson Nicole Cho Nishan Srishankar Zhen Zeng Lucas Cecchi Daniel Scott S. Siddagangappa Rachneet Kaur T. Balch Manuela Veloso AILaw 118 0 0 15 Dec 2024
AutoReason: Automatic Few-Shot Reasoning Decomposition Arda Sevinc A. Gumus ReLM LRM 102 0 0 09 Dec 2024
Neuro-Symbolic Data Generation for Math Reasoning Zenan Li Zhi Zhou Yuan Yao Yu-Feng Li Chun Cao Fan Yang Xian Zhang Xiaoxing Ma OffRL LRM 146 10 0 06 Dec 2024
Enhancing Mathematical Reasoning in LLMs with Background Operators Jiajun Chen Yik-Cheung Tam LRM 113 0 0 05 Dec 2024
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models Hieu Tran Zonghai Yao Junda Wang Yifan Zhang Zhichao Yang Hong-ye Yu LRM 179 7 0 03 Dec 2024
Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents Raj Jaiswal Dhruv Jain Harsh Parimal Popat Avinash Anand Abhishek Dharmadhikari Atharva Marathe R. Shah LRM AI4CE 142 5 0 01 Dec 2024