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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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IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web Hongcheng Guo Wei Zhang Junhao Chen Yaonan Gu Jian Yang ... Binyuan Hui Tianyu Liu Jianxin Ma Chang Zhou Zhoujun Li 49 4 0 14 Sep 2024
Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding Tianqiao Liu Zui Chen Zitao Liu Mi Tian Weiqi Luo LRM 70 3 0 13 Sep 2024
TravelAgent: An AI Assistant for Personalized Travel Planning Aili Chen Xuyang Ge Ziquan Fu Yanghua Xiao Jiangjie Chen LLMAG 74 13 0 12 Sep 2024
Self-Harmonized Chain of Thought Ziqi Jin Wei Lu LRM 90 3 0 06 Sep 2024
VProChart: Answering Chart Question through Visual Perception Alignment Agent and Programmatic Solution Reasoning Muye Huang L. Zhang Lai Han Wenjun Wu Xinyu Zhang Jun Liu 82 1 0 03 Sep 2024
SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models Dian Yu Baolin Peng Ye Tian Linfeng Song Haitao Mi Dong Yu ALM LRM 73 3 0 28 Aug 2024
CodeGraph: Enhancing Graph Reasoning of LLMs with Code Qiaolong Cai Zhaowei Wang Shizhe Diao James Kwok Yangqiu Song LRM 119 4 0 25 Aug 2024
Path-Consistency: Prefix Enhancement for Efficient Inference in LLM Jiace Zhu Yingtao Shen Jie Zhao An Zou LLMAG LRM 113 4 0 25 Aug 2024
Is Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes Heejae Chon Seonghyeon Lee Jinyoung Yeo Dongha Lee ALM 69 1 0 24 Aug 2024
Understanding Defects in Generated Codes by Language Models Ali Mohammadi Esfahani N. Kahani S. Ajila 92 1 0 23 Aug 2024
Fine-tuning Smaller Language Models for Question Answering over Financial Documents Karmvir Singh Phogat Sai Akhil Puranam Sridhar Dasaratha Chetan Harsha Shashishekar Ramakrishna LRM 47 4 0 22 Aug 2024
Benchmarking Large Language Models for Math Reasoning Tasks Kathrin Seßler Yao Rong Emek Gözlüklü Enkelejda Kasneci LRM 61 4 0 20 Aug 2024
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation Liu He Yizhi Song Hejun Huang Pinxin Liu Yunlong Tang Daniel G. Aliaga Xin Zhou DiffM VGen 146 6 0 19 Aug 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 108 41 0 17 Aug 2024
FLEXTAF: Enhancing Table Reasoning with Flexible Tabular Formats Xuanliang Zhang Dingzirui Wang Longxu Dou Baoxin Wang Dayong Wu Qingfu Zhu Wanxiang Che LMTD ReLM 106 3 0 16 Aug 2024
Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning Wenwen Zhuang Xin Huang Xiantao Zhang Jin Zeng LRM 123 31 0 16 Aug 2024
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 105 2 0 16 Aug 2024
Leveraging Web-Crawled Data for High-Quality Fine-Tuning Jing Zhou Chenglin Jiang Wei Shen Xiao Zhou Xiaonan He ALM 90 4 0 15 Aug 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering Jiuheng Lin Yuxuan Lai Yansong Feng LRM 70 1 0 10 Aug 2024
1.5-Pints Technical Report: Pretraining in Days, Not Months -- Your Language Model Thrives on Quality Data Calvin Tan Jerome Wang ALM 119 3 0 07 Aug 2024
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons Yifei Wang Yuheng Chen Wanting Wen Yu Sheng Linjing Li D. Zeng KELM 103 9 0 06 Aug 2024
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation Ziya Zhou Yuhang Wu Zhiyue Wu Xinyue Zhang Ruibin Yuan Yi Ma Lu Wang Emmanouil Benetos Wei Xue Yi-Ting Guo LRM 77 3 0 31 Jul 2024
Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education Lin Gao Jing Lu Zekai Shao Ziyue Lin Shengbin Yue Chio-in Ieong Yi Sun Rory James Zauner Zhongyu Wei Siming Chen 64 12 0 30 Jul 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables Irwin Deng Kushagra Dixit Vivek Gupta Dan Roth LMTD 86 5 0 22 Jul 2024
Step-by-Step Reasoning to Solve Grid Puzzles: Where do LLMs Falter? Nemika Tyagi Mihir Parmar Mohith Kulkarni Aswin Rrv Nisarg Patel Mutsumi Nakamura Arindam Mitra Chitta Baral LRM 111 7 0 20 Jul 2024
Evaluating Linguistic Capabilities of Multimodal LLMs in the Lens of Few-Shot Learning Mustafa Dogan .Ilker Kesen Iacer Calixto Aykut Erdem Erkut Erdem LRM 87 1 0 17 Jul 2024
Reliable Reasoning Beyond Natural Language Nasim Borazjanizadeh Steven T Piantadosi LRM ReLM 67 7 0 16 Jul 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting He Chang Chenchen Ye Zhulin Tao Jie Wu Zhengmao Yang Yunshan Ma Xianglin Huang Tat-Seng Chua AI4TS 91 2 0 16 Jul 2024
Unraveling the Truth: Do LLMs really Understand Charts? A Deep Dive into Consistency and Robustness Srija Mukhopadhyay Adnan Qidwai Aparna Garimella Pritika Ramu Vivek Gupta Dan Roth 111 3 0 15 Jul 2024
Key-Point-Driven Mathematical Reasoning Distillation of Large Language Model Xunyu Zhu Jian Li Can Ma Weiping Wang LRM 46 0 0 14 Jul 2024
Lean-STaR: Learning to Interleave Thinking and Proving Haohan Lin Zhiqing Sun Yiming Yang Sean Welleck ReLM LRM 197 29 0 14 Jul 2024
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns? Kuei-Chun Kao Ruochen Wang Cho-Jui Hsieh ELM LRM 82 4 0 06 Jul 2024
DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning Chengpeng Li Guanting Dong Mingfeng Xue Ru Peng Xiang Wang Dayiheng Liu LRM ReLM 100 13 0 04 Jul 2024
Solving Zebra Puzzles Using Constraint-Guided Multi-Agent Systems Shmuel Berman Kathleen McKeown Baishakhi Ray LLMAG 82 1 0 04 Jul 2024
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering Zhenyu Bi Daniel Hajialigol Zhongkai Sun Jie Hao Xuan Wang LRM 84 1 0 04 Jul 2024
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification Pritish Sahu Karan Sikka Ajay Divakaran MLLM LRM 109 6 0 02 Jul 2024
WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models Kangyun Ning Yisong Su Xueqiang Lv Yuanzhe Zhang Jian Liu Kang Liu Jinan Xu ELM LLMAG 83 3 0 02 Jul 2024
AutoFlow: Automated Workflow Generation for Large Language Model Agents Zelong Li Shuyuan Xu Kai Mei Wenyue Hua Balaji Rama Om Raheja Hao Wang He Zhu Yongfeng Zhang AIFin AI4CE LLMAG 100 19 0 01 Jul 2024
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? Runqi Qiao Qiuna Tan Guanting Dong Minhui Wu Chong Sun ... Yida Xu Muxi Diao Zhimin Bao Chen Li Honggang Zhang VLM LRM 113 56 0 01 Jul 2024
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models Yiyuan Li Shichao Sun Pengfei Liu LRM 144 0 0 01 Jul 2024
Hybrid RAG-empowered Multi-modal LLM for Secure Healthcare Data Management: A Diffusion-based Contract Theory Approach Cheng Su Jinbo Wen Jiawen Kang Yonghua Wang Hudan Pan M. S. Hossain MedIm 45 0 0 01 Jul 2024
Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning Zimu Lu Aojun Zhou Ke Wang Houxing Ren Weikang Shi Junting Pan Mingjie Zhan Hongsheng Li LRM 100 25 0 30 Jun 2024
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs Yifei Zhang Xintao Wang Jiaqing Liang Sirui Xia Lida Chen Yanghua Xiao LRM 142 2 0 30 Jun 2024
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables Nikhil Abhyankar Vivek Gupta Dan Roth Chandan K. Reddy LMTD 147 4 0 29 Jun 2024
Scaling Synthetic Data Creation with 1,000,000,000 Personas Tao Ge Xin Chan Dian Yu Haitao Mi Dong Yu Dong Yu SyDa 238 150 0 28 Jun 2024
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Venktesh V. Deepali Prabhu Avishek Anand RALM CoGe 68 3 0 24 Jun 2024
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach Yuxuan Wan Chaozheng Wang Yi Dong Wenxuan Wang Shuqing Li Yintong Huo Michael R. Lyu 3DV 172 14 0 24 Jun 2024
LOGIC-LM++: Multi-Step Refinement for Symbolic Formulations Shashank Kirtania Priyanshu Gupta Arjun Radhakirshna LRM 94 7 0 22 Jun 2024
Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities Sachit Menon Richard Zemel Carl Vondrick LRM 97 5 0 20 Jun 2024
SEC-QA: A Systematic Evaluation Corpus for Financial QA Viet Dac Lai Michael Krumdick Charles Lovering Varshini Reddy Craig W. Schmidt Chris Tanner 96 4 0 20 Jun 2024