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

22 November 2022

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

50 / 595 papers shown

Title
Starjob: Dataset for LLM-Driven Job Shop Scheduling Henrik Abgaryan Tristan Cazenave Ararat Harutyunyan 31 0 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 E. Chuangsuwanich Sarana Nutanong LRM 44 0 0 25 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 59 3 0 24 Feb 2025
AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models Qin Zhu Fei Huang Runyu Peng K. Lu Bowen Yu Qinyuan Cheng Xipeng Qiu Xuanjing Huang Junyang Lin ReLM ELM LRM 48 0 0 24 Feb 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines Saurabh Srivastava Sweta Pati Ziyu Yao 36 0 0 22 Feb 2025
CER: Confidence Enhanced Reasoning in LLMs Ali Razghandi Seyed Mohsen Hosseini Mahdieh Soleymani Baghshah LRM 98 1 0 21 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 44 3 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 Y. Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 56 0 0 18 Feb 2025
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang S. Zhang 54 1 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 ... Y. Wang Yichun Yin Y. Wang Lifeng Shang Q. Liu LRM 65 2 0 17 Feb 2025
GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder Seunghyuk Cho Zhenyue Qin Yang Liu Youngbin Choi Seungbeom Lee Dongwoo Kim 39 0 0 17 Feb 2025
Preference Optimization for Reasoning with Pseudo Feedback Fangkai Jiao Geyang Guo Xingxing Zhang Nancy F. Chen Shafiq R. Joty Furu Wei LRM 99 8 0 17 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 71 2 0 17 Feb 2025
Integrating Expert Knowledge into Logical Programs via LLMs Franciszek Górski Oskar Wysocki Marco Valentino André Freitas 34 0 0 17 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 81 0 0 13 Feb 2025
Typhoon T1: An Open Thai Reasoning Model Pittawat Taveekitworachai Potsawee Manakul Kasima Tharnpipitchai Kunat Pipatanakul OffRL LRM 94 0 0 13 Feb 2025
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs Yinghui Li Jiayi Kuang Haojing Huang Zhikun Xu Xinnian Liang ... Xiaoyu Tan C. Qu Ying Shen Hai-Tao Zheng Philip S. Yu LRM 41 3 0 12 Feb 2025
Enhancing LLM Character-Level Manipulation via Divide and Conquer Zhen Xiong Yujun Cai Bryan Hooi Nanyun Peng Kai-Wei Chang Zhecheng Li 60 0 0 12 Feb 2025
Rationalization Models for Text-to-SQL Gaetano Rossiello Nhan Pham Michael R. Glass Junkyu Lee Shankar Subramanian ReLM LRM 50 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 78 2 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 32 0 0 05 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 51 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 ELM LRM AI4CE 93 2 0 01 Feb 2025
TableMaster: A Recipe to Advance Table Understanding with Language Models Lang Cao Hanbing Liu LMTD RALM 127 0 1 31 Jan 2025
StringLLM: Understanding the String Processing Capability of Large Language Models Xilong Wang Hao Fu Jindong Wang Neil Zhenqiang Gong 49 0 0 28 Jan 2025
Using Large Language Models for education managements in Vietnamese with low resources Duc Do Minh Vinh Nguyen Van Thang Dam Cong 36 0 0 28 Jan 2025
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models Junyu Chen Han Cai Junsong Chen E. Xie Shang Yang Haotian Tang Muyang Li Y. Lu Song Han DiffM 61 7 0 20 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 89 0 0 17 Jan 2025
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation Xuanle Zhao Xianzhen Luo Qi Shi C. L. P. Chen Shuo Wang Wanxiang Che Zhiyuan Liu Maosong Sun MLLM 54 2 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 61 8 0 03 Jan 2025
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 71 12 0 03 Jan 2025
LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning about Actions Adam Ishay Joohyung Lee LRM 37 1 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 68 0 0 31 Dec 2024
Toward Adaptive Reasoning in Large Language Models with Thought Rollback Sijia Chen Baochun Li KELM LRM 71 6 0 27 Dec 2024
Knowledge Editing through Chain-of-Thought Changyue Wang Weihang Su Qingyao Ai Y. Liu KELM 48 1 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 61 0 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 112 1 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 77 0 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 69 0 0 15 Dec 2024
AutoReason: Automatic Few-Shot Reasoning Decomposition Arda Sevinc A. Gumus ReLM LRM 71 0 0 09 Dec 2024
Neuro-Symbolic Data Generation for Math Reasoning Zenan Li Zhi-Hua Zhou Yuan Yao Yu Li Chun Cao Fan Yang Xian Zhang Xiaoxing Ma OffRL LRM 65 7 0 06 Dec 2024
Enhancing Mathematical Reasoning in LLMs with Background Operators Jiajun Chen Yik-Cheung Tam LRM 65 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 71 5 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 87 3 0 01 Dec 2024
Mars-PO: Multi-Agent Reasoning System Preference Optimization Xiaoxuan Lou Chaojie Wang Bo An LLMAG LRM 67 0 0 28 Nov 2024
MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Vishnou Vinayagame Gregory Senay Luis Martí LRM ReLM 63 0 0 28 Nov 2024
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation Harsh Singh Rocktim Jyoti Das Mingfei Han Preslav Nakov Ivan Laptev LM&Ro LLMAG 67 2 0 26 Nov 2024
When IoT Meet LLMs: Applications and Challenges İbrahim Kök Orhan Demirci S. Özdemir 65 4 0 20 Nov 2024
Metacognition for Unknown Situations and Environments (MUSE) Rodolfo Valiente Praveen K. Pilly 64 0 0 20 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Ben He ... Le Sun Jie Lou Bowen Yu Y. Lu Hongyu Lin ALM 79 2 0 18 Nov 2024