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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
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 113 22 0 01 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 62 1 0 30 Sep 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration Qiushi Sun Zhangyue Yin Xiang Li Zhiyong Wu Xipeng Qiu Lingpeng Kong LRM LLMAG 89 50 0 30 Sep 2023
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Minlie Huang Nan Duan Weizhu Chen LRM AI4CE LLMAG 150 168 0 29 Sep 2023
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Ansong Ni Pengcheng Yin Yilun Zhao Chen Wei Yanjun Wang ... Mingyuan Zhang Chen Change Loy Yingbo Zhou Dragomir R. Radev Arman Cohan ELM 87 20 0 29 Sep 2023
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets Lifan Yuan Yangyi Chen Xingyao Wang Yi R. Fung Hao Peng Heng Ji LLMAG KELM 128 69 0 29 Sep 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution Chrisantha Fernando Dylan Banarse Henryk Michalewski Simon Osindero Tim Rocktaschel LLMAG ReLM LRM 105 211 0 28 Sep 2023
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming-Yuan Liu Bing Qin Ting Liu LRM AI4CE 128 175 0 27 Sep 2023
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models L. Yu Weisen Jiang Han Shi Jincheng Yu Zhengying Liu Yu Zhang James T. Kwok Zheng Li Adrian Weller Weiyang Liu OSLM LRM 122 395 0 21 Sep 2023
Code Soliloquies for Accurate Calculations in Large Language Models Shashank Sonkar Myco Le Xinghe Chen Naiming Liu D. B. Mallick Richard G. Baraniuk SyDa 60 15 0 21 Sep 2023
LPML: LLM-Prompting Markup Language for Mathematical Reasoning Ryutaro Yamauchi Sho Sonoda Akiyoshi Sannai Wataru Kumagai KELM LRM 72 17 0 21 Sep 2023
SCREWS: A Modular Framework for Reasoning with Revisions K. Shridhar Harsh Jhamtani Hao Fang Benjamin Van Durme Jason Eisner Patrick Xia KELM LRM 74 14 0 20 Sep 2023
Design of Chain-of-Thought in Math Problem Solving Zhanming Jie Trung Quoc Luong Xinbo Zhang Xiaoran Jin Hang Li LRM 131 11 0 20 Sep 2023
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning Tianhua Zhang Jiaxin Ge Hongyin Luo Yung-Sung Chuang Mingye Gao Yuan Gong Xixin Wu Yoon Kim Helen M. Meng James R. Glass LRM ReLM 150 16 0 19 Sep 2023
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback Xingyao Wang Zihan Wang Jiateng Liu Yangyi Chen Lifan Yuan Hao Peng Heng Ji LRM 225 162 0 19 Sep 2023
LayoutNUWA: Revealing the Hidden Layout Expertise of Large Language Models Zecheng Tang Chenfei Wu Juntao Li Nan Duan 3DV 85 9 0 18 Sep 2023
OWL: A Large Language Model for IT Operations Hongcheng Guo Jian Yang Jiaheng Liu Liqun Yang Linzheng Chai ... Tieqiao Zheng Liangfan Zheng Bo Zhang Ke Xu Zhoujun Li VLM 119 43 0 17 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 122 81 0 13 Sep 2023
Hypothesis Search: Inductive Reasoning with Language Models Ruocheng Wang E. Zelikman Gabriel Poesia Yewen Pu Nick Haber Noah D. Goodman ReLM LRM 132 112 0 11 Sep 2023
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue Xingwei Qu Ge Zhang Yao Fu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen AIMat LRM 195 404 0 11 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran LRM 99 27 0 08 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator Zhiyong Yang Ming Ding Qingsong Lv Zhihuan Jiang Zehai He Yuyi Guo Jinfeng Bai Jie Tang RALM LRM 114 56 0 06 Sep 2023
MathAttack: Attacking Large Language Models Towards Math Solving Ability Zihao Zhou Qiufeng Wang Mingyu Jin Jie Yao Jianan Ye Wei Liu Wei Wang Xiaowei Huang Kaizhu Huang AAML 115 29 0 04 Sep 2023
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations Xu Huang Jianxun Lian Yuxuan Lei Jing Yao Defu Lian Xing Xie LLMAG 80 98 0 31 Aug 2023
When Do Program-of-Thoughts Work for Reasoning? Zhen Bi Ningyu Zhang Yinuo Jiang Shumin Deng Guozhou Zheng Huajun Chen LRM 133 22 0 29 Aug 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Hai-Tao Zheng Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 130 31 0 21 Aug 2023
Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning Dingzirui Wang Longxu Dou Wenbin Zhang Junyu Zeng Wanxiang Che AIMat 62 6 0 21 Aug 2023
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases Xintao Wang Qian Yang Yongting Qiu Jiaqing Liang Qi He Zhouhong Gu Yanghua Xiao Wei Wang KELM RALM 88 45 0 17 Aug 2023
Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification Aojun Zhou Ke Wang Zimu Lu Weikang Shi Sichun Luo ... Shaoqing Lu Anya Jia Linqi Song Mingjie Zhan Hongsheng Li ReLM LRM 82 159 0 15 Aug 2023
Cumulative Reasoning with Large Language Models Yifan Zhang Jingqin Yang Yang Yuan Andrew Chi-Chih Yao ReLM ELM LRM AI4CE 154 73 0 08 Aug 2023
Flows: Building Blocks of Reasoning and Collaborating AI Martin Josifoski Lars Klein Maxime Peyrard Nicolas Mario Baldwin Yifei Li ... Julian Paul Schnitzler Yuxing Yao Jiheng Wei Debjit Paul Robert West AI4CE 114 25 0 02 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 150 44 0 01 Aug 2023
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models Xiaoxuan Wang Ziniu Hu Pan Lu Yanqiao Zhu Jieyu Zhang Satyen Subramaniam Arjun R. Loomba Shichang Zhang Yizhou Sun Wei Wang ELM LRM 74 114 0 20 Jul 2023
Large Language Models Perform Diagnostic Reasoning Cheng-Kuang Wu Wei-Lin Chen Hsin-Hsi Chen ReLM ELM LM&MA LRM 53 20 0 18 Jul 2023
Explaining Competitive-Level Programming Solutions using LLMs Jierui Li Szymon Tworkowski Yingying Wu Raymond J. Mooney LRM 80 17 0 11 Jul 2023
Brain in a Vat: On Missing Pieces Towards Artificial General Intelligence in Large Language Models Yuxi Ma Fangqiu Yi Song-Chun Zhu ELM ALM 54 8 0 07 Jul 2023
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks Zhaofeng Wu Linlu Qiu Alexis Ross Ekin Akyürek Boyuan Chen Bailin Wang Najoung Kim Jacob Andreas Yoon Kim LRM ReLM 178 223 0 05 Jul 2023
Comparative Analysis of GPT-4 and Human Graders in Evaluating Praise Given to Students in Synthetic Dialogues Dollaya Hirunyasiri Danielle R. Thomas Jionghao Lin Kenneth R. Koedinger Vincent Aleven ELM ALM 33 1 0 05 Jul 2023
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Yiming Wang Zhuosheng Zhang Pei Zhang Baosong Yang Rui Wang ReLM LRM 107 6 0 30 Jun 2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback John Yang Akshara Prabhakar Karthik Narasimhan Shunyu Yao 143 115 0 26 Jun 2023
Math Word Problem Solving by Generating Linguistic Variants of Problem Statements Syed Rifat Raiyan Md. Nafis Faiyaz S. Kabir Mohsinul Kabir H. Mahmud Md. Kamrul Hasan 78 14 0 24 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Wang Haotian Sun Chao Zhang ELM LLMAG 101 251 0 23 Jun 2023
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving Wayne Xin Zhao Kun Zhou Beichen Zhang Zheng Gong Zhipeng Chen ... Ji-Rong Wen Jing Sha Shijin Wang Cong Liu Guoping Hu MoE LRM 118 5 0 19 Jun 2023
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond Fangzhi Xu Qika Lin Jiawei Han Tianzhe Zhao Jun Liu Min Zhang ELM LRM 162 41 0 16 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Leilei Gan Guoyin Wang AI4MH LRM 117 32 0 16 Jun 2023
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting Jiadong Wang Qiushi Sun Xiang Li Ming Gao ReLM LRM 84 74 0 10 Jun 2023
ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases Qiaoyu Tang Ziliang Deng Hongyu Lin Xianpei Han Qiao Liang Boxi Cao Le Sun CLL SyDa 137 202 0 08 Jun 2023
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory Chenxu Hu Jie Fu Chenzhuang Du Simian Luo Jiaqi Zhao Hang Zhao KELM LLMAG 133 117 0 06 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 115 136 0 06 Jun 2023
Natural Language Commanding via Program Synthesis Apurva Gandhi Thong Q. Nguyen Huitian Jiao R. Steen Ameya Bhatawdekar 61 8 0 06 Jun 2023