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 / 603 papers shown

Title
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao Jane Dwivedi-Yu Ping Yu X. Tan Ramakanth Pasunuru O. Yu. Golovneva Koustuv Sinha Asli Celikyilmaz Antoine Bosselut Tianlu Wang LRM 25 20 0 30 Jan 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions Elias Stengel-Eskin Archiki Prasad Mohit Bansal 25 13 0 29 Jan 2024
YODA: Teacher-Student Progressive Learning for Language Models Jianqiao Lu Wanjun Zhong Yufei Wang Zhijiang Guo Qi Zhu ... Baojun Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu LRM 32 7 0 28 Jan 2024
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion Yujian Liu Jiabao Ji Tong Yu Ryan Rossi Sungchul Kim Handong Zhao Ritwik Sinha Yang Zhang Shiyu Chang RALM LMTD 47 2 0 28 Jan 2024
GPTVoiceTasker: LLM-Powered Virtual Assistant for Smartphone Minh Duc Vu Han Wang Zhuang Li Jieshan Chen Shengdong Zhao Zhenchang Xing Chunyang Chen 34 8 0 25 Jan 2024
Zero-shot Sequential Neuro-symbolic Reasoning for Automatically Generating Architecture Schematic Designs Milin Kodnongbua Lawrence H. Curtis Adriana Schulz AI4CE 42 2 0 25 Jan 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 23 0 0 25 Jan 2024
Towards Uncertainty-Aware Language Agent Jiuzhou Han Wray L. Buntine Ehsan Shareghi LLMAG AI4CE 32 4 0 25 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 75 27 0 25 Jan 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance Haorui Wang Rongzhi Zhang Yinghao Li Lingkai Kong Yuchen Zhuang Xiusi Chen Chao Zhang LRM 43 5 0 24 Jan 2024
ULTRA: Unleash LLMs' Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement Xinliang Frederick Zhang Carter Blum Temma Choji Shalin S Shah Alakananda Vempala 61 6 0 24 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 51 65 0 23 Jan 2024
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks Zhiruo Wang Daniel Fried Graham Neubig 25 19 0 23 Jan 2024
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning Debjyoti Mondal Suraj Modi Subhadarshi Panda Rituraj Singh Godawari Sudhakar Rao LRM 28 38 0 23 Jan 2024
Distilling Mathematical Reasoning Capabilities into Small Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang LRM 40 9 0 22 Jan 2024
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models Yile Wang Sijie Cheng Zixin Sun Peng Li Yang Liu ReLM LRM 32 4 0 22 Jan 2024
Visualization Generation with Large Language Models: An Evaluation Guozheng Li Xinyu Wang Gerile Aodeng Shunyuan Zheng Yu Zhang Chuangxin Ou Song Wang Chi Harold Liu 29 27 0 20 Jan 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs Haritz Puerto Martin Tutek Somak Aditya Xiaodan Zhu Iryna Gurevych ReCod ReLM LRM 56 10 0 18 Jan 2024
Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions Pengfei Hong Navonil Majumder Deepanway Ghosal Somak Aditya Rada Mihalcea Soujanya Poria LRM 48 4 0 17 Jan 2024
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline Minpeng Liao Wei Luo Chengxi Li Jing Wu Kai Fan LRM 40 39 0 16 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 43 2 0 15 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records Wenqi Shi Ran Xu Yuchen Zhuang Yue Yu Jieyu Zhang Hang Wu Yuanda Zhu Joyce C. Ho Carl Yang M. D. Wang 29 27 0 13 Jan 2024
Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought Zaijing Li Gongwei Chen Rui Shao Dongmei Jiang Liqiang Nie 34 12 0 12 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 47 70 0 10 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 27 4 0 10 Jan 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Zilong Wang Hao Zhang Chun-Liang Li Julian Martin Eisenschlos Vincent Perot ... Lesly Miculicich Yasuhisa Fujii Jingbo Shang Chen-Yu Lee Tomas Pfister ReLM LMTD LRM 46 92 0 09 Jan 2024
Language-Conditioned Robotic Manipulation with Fast and Slow Thinking Minjie Zhu Yichen Zhu Jinming Li Junjie Wen Zhiyuan Xu ... Chaomin Shen Yaxin Peng Dong Liu Feifei Feng Jian Tang LM&Ro 35 15 0 08 Jan 2024
Using Large Language Models to Assess Tutors' Performance in Reacting to Students Making Math Errors Sanjit Kakarla Danielle R. Thomas Jionghao Lin Shivang Gupta Kenneth R. Koedinger 28 6 0 06 Jan 2024
LLaMA Pro: Progressive LLaMA with Block Expansion Chengyue Wu Yukang Gan Yixiao Ge Zeyu Lu Jiahao Wang Ye Feng Ying Shan Ping Luo CLL 37 61 0 04 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives Wenqi Zhang Yongliang Shen Linjuan Wu Qiuying Peng Jun Wang Yueting Zhuang Weiming Lu LRM LLMAG 40 48 0 04 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 27 9 0 03 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi R. Fung ... Xu Cao Xingyao Wang Yiquan Wang Chenhui Xu Chengxiang Zhai LLMAG ELM 26 75 0 01 Jan 2024
A Simple LLM Framework for Long-Range Video Question-Answering Ce Zhang Taixi Lu Md. Mohaiminul Islam Ziyang Wang Shoubin Yu Mohit Bansal Gedas Bertasius 108 82 0 28 Dec 2023
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation Zhongshen Zeng Pengguang Chen Shu Liu Haiyun Jiang Jiaya Jia ReLM ELM LRM 41 18 0 28 Dec 2023
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Hongyi Jin Tianqi Chen Zhihao Jia 70 76 0 23 Dec 2023
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs. SQL for No-Code Access to Relational Databases Ben Eyal Amir Bachar Ophir Haroche Michael Elhadad 24 0 0 22 Dec 2023
From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting Nuo Chen Hongguang Li Baoyuan Wang Jia Li RALM ReLM LRM 28 7 0 18 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 52 7 0 17 Dec 2023
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 30 76 0 17 Dec 2023
Mixed Distillation Helps Smaller Language Model Better Reasoning Chenglin Li Qianglong Chen Liangyue Li Wang Caiyu Yicheng Li Zhang Yin Yin Zhang LRM 41 12 0 17 Dec 2023
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning Xijie Huang Li Lyna Zhang Kwang-Ting Cheng Fan Yang Mao Yang LRM ReLM 29 8 0 14 Dec 2023
Assessing GPT4-V on Structured Reasoning Tasks Mukul Singh J. Cambronero Sumit Gulwani Vu Le Gust Verbruggen LRM 43 10 0 13 Dec 2023
Can LLM find the green circle? Investigation and Human-guided tool manipulation for compositional generalization Min Zhang Jianfeng He Shuo Lei Murong Yue Linhan Wang Chang-Tien Lu 48 5 0 12 Dec 2023
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning Subhabrata Dutta Joykirat Singh Ishan Pandey Sunny Manchanda Soumen Chakrabarti Tanmoy Chakraborty ReLM LRM 31 4 0 09 Dec 2023
An LLM Compiler for Parallel Function Calling Sehoon Kim Suhong Moon Ryan Tabrizi Nicholas Lee Michael W. Mahoney Kurt Keutzer A. Gholami LRM 24 60 0 07 Dec 2023
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Chengshu Li Jacky Liang Andy Zeng Xinyun Chen Karol Hausman Dorsa Sadigh Sergey Levine Fei-Fei Li Fei Xia Brian Ichter LLMAG LRM 36 72 0 07 Dec 2023
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models Yushi Hu Otilia Stretcu Chun-Ta Lu Krishnamurthy Viswanathan Kenji Hata Enming Luo Ranjay Krishna Ariel Fuxman VLM LRM MLLM 52 29 0 05 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 56 9 0 05 Dec 2023
Recursive Visual Programming Jiaxin Ge Sanjay Subramanian Baifeng Shi Roei Herzig Trevor Darrell 37 4 0 04 Dec 2023
Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication Zhangyue Yin Qiushi Sun Cheng Chang Qipeng Guo Junqi Dai Xuanjing Huang Xipeng Qiu LRM 56 49 0 04 Dec 2023