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Program of Thoughts Prompting: Disentangling Computation from Reasoning
  for Numerical Reasoning Tasks
v1v2v3v4 (latest)

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

22 November 2022
Wenhu Chen
Xueguang Ma
Xinyi Wang
William W. Cohen
    ReLMReCodLRM
ArXiv (abs)PDFHTMLGithub (274★)

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

50 / 634 papers shown
Title
Demystifying Chains, Trees, and Graphs of Thoughts
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
AI4CELRM
368
33
0
25 Jan 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery
  and Guidance
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
81
5
0
24 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding
Mirac Suzgun
Adam Tauman Kalai
KELMLRMLLMAGReLM
123
78
0
23 Jan 2024
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving
  Programmatic Tasks
TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks
Zhiruo Wang
Daniel Fried
Graham Neubig
79
24
0
23 Jan 2024
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning
Debjyoti Mondal
Suraj Modi
Subhadarshi Panda
Rituraj Singh
Godawari Sudhakar Rao
LRM
77
46
0
23 Jan 2024
Distilling Mathematical Reasoning Capabilities into Small Language
  Models
Distilling Mathematical Reasoning Capabilities into Small Language Models
Xunyu Zhu
Jian Li
Yong Liu
Can Ma
Weiping Wang
LRM
68
12
0
22 Jan 2024
Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language
  Conversion for Language Models
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
ReLMLRM
95
5
0
22 Jan 2024
Visualization Generation with Large Language Models: An Evaluation
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
80
36
0
20 Jan 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
Haritz Puerto
Martin Tutek
Somak Aditya
Xiaodan Zhu
Iryna Gurevych
ReCodReLMLRM
110
15
0
18 Jan 2024
Evaluating LLMs' Mathematical and Coding Competency through
  Ontology-guided Interventions
Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions
Pengfei Hong
Navonil Majumder
Deepanway Ghosal
Somak Aditya
Rada Mihalcea
Soujanya Poria
LRM
99
5
0
17 Jan 2024
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible
  Pipeline
MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline
Minpeng Liao
Wei Luo
Chengxi Li
Jing Wu
Kai Fan
LRM
117
48
0
16 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy,
  Systematic Review, and Future Trends
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
106
4
0
15 Jan 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex
  Tabular Reasoning on Electronic Health Records
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
89
35
0
13 Jan 2024
Enhancing Emotional Generation Capability of Large Language Models via
  Emotional Chain-of-Thought
Enhancing Emotional Generation Capability of Large Language Models via Emotional Chain-of-Thought
Zaijing Li
Gongwei Chen
Rui Shao
Dongmei Jiang
Liqiang Nie
63
16
0
12 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models
  (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning
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
110
88
0
10 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering
  with LLMs
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs
Zijie Meng
Yan Zhang
Zhaopeng Feng
Zuozhu Liu
LRM
72
5
0
10 Jan 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table
  Understanding
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
ReLMLMTDLRM
101
117
0
09 Jan 2024
Language-Conditioned Robotic Manipulation with Fast and Slow Thinking
Language-Conditioned Robotic Manipulation with Fast and Slow Thinking
Minjie Zhu
Yichen Zhu
Jinming Li
Junjie Wen
Zhiyuan Xu
...
Yaxin Peng
Chaomin Shen
Dong Liu
Feifei Feng
Jian Tang
LM&Ro
72
15
0
08 Jan 2024
Using Large Language Models to Assess Tutors' Performance in Reacting to
  Students Making Math Errors
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
32
6
0
06 Jan 2024
LLaMA Pro: Progressive LLaMA with Block Expansion
LLaMA Pro: Progressive LLaMA with Block Expansion
Chengyue Wu
Yukang Gan
Yixiao Ge
Zeyu Lu
Jiahao Wang
Ye Feng
Ying Shan
Ping Luo
CLL
90
72
0
04 Jan 2024
Self-Contrast: Better Reflection Through Inconsistent Solving
  Perspectives
Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
Wenqi Zhang
Yongliang Shen
Linjuan Wu
Qiuying Peng
Jun Wang
Yueting Zhuang
Weiming Lu
LRMLLMAG
99
70
0
04 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as
  Programmers
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers
Aleksandar Stanić
Sergi Caelles
Michael Tschannen
LRMVLM
94
10
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
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
LLMAGELM
151
87
0
01 Jan 2024
A Simple LLM Framework for Long-Range Video Question-Answering
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
192
92
0
28 Dec 2023
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
Zhongshen Zeng
Pengguang Chen
Shu Liu
Haiyun Jiang
Jiaya Jia
ReLMELMLRM
81
23
0
28 Dec 2023
Towards Efficient Generative Large Language Model Serving: A Survey from
  Algorithms to Systems
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
138
86
0
23 Dec 2023
Semantic Parsing for Complex Data Retrieval: Targeting Query Plans vs.
  SQL for No-Code Access to Relational Databases
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
41
0
0
22 Dec 2023
From Good to Great: Improving Math Reasoning with Tool-Augmented
  Interleaf Prompting
From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting
Nuo Chen
Hongguang Li
Baoyuan Wang
Jia Li
RALMReLMLRM
73
8
0
18 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest
  Neighbor In-Context Learning
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
74
8
0
17 Dec 2023
A Survey of Reasoning with Foundation Models
A Survey of Reasoning with Foundation Models
Jiankai Sun
Chuanyang Zheng
Enze Xie
Zhengying Liu
Ruihang Chu
...
Xipeng Qiu
Yi-Chen Guo
Hui Xiong
Qun Liu
Zhenguo Li
ReLMLRMAI4CE
209
85
0
17 Dec 2023
Mixed Distillation Helps Smaller Language Model Better Reasoning
Mixed Distillation Helps Smaller Language Model Better Reasoning
Chenglin Li
Qianglong Chen
Liangyue Li
Wang Caiyu
Yicheng Li
Zhang Yin
Yin Zhang
LRM
79
15
0
17 Dec 2023
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning
Xijie Huang
Li Lyna Zhang
Kwang-Ting Cheng
Fan Yang
Mao Yang
LRMReLM
94
13
0
14 Dec 2023
Assessing GPT4-V on Structured Reasoning Tasks
Assessing GPT4-V on Structured Reasoning Tasks
Mukul Singh
J. Cambronero
Sumit Gulwani
Vu Le
Gust Verbruggen
LRM
73
13
0
13 Dec 2023
Can LLM find the green circle? Investigation and Human-guided tool
  manipulation for compositional generalization
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
92
5
0
12 Dec 2023
Frugal LMs Trained to Invoke Symbolic Solvers Achieve
  Parameter-Efficient Arithmetic Reasoning
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
Subhabrata Dutta
Joykirat Singh
Ishan Pandey
Sunny Manchanda
Soumen Chakrabarti
Tanmoy Chakraborty
ReLMLRM
88
4
0
09 Dec 2023
An LLM Compiler for Parallel Function Calling
An LLM Compiler for Parallel Function Calling
Sehoon Kim
Suhong Moon
Ryan Tabrizi
Nicholas Lee
Michael W. Mahoney
Kurt Keutzer
A. Gholami
LRM
74
65
0
07 Dec 2023
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
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
LLMAGLRM
105
83
0
07 Dec 2023
Visual Program Distillation: Distilling Tools and Programmatic Reasoning
  into Vision-Language Models
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
VLMLRMMLLM
128
37
0
05 Dec 2023
Large Knowledge Model: Perspectives and Challenges
Large Knowledge Model: Perspectives and Challenges
Huajun Chen
KELM
123
9
0
05 Dec 2023
Recursive Visual Programming
Recursive Visual Programming
Jiaxin Ge
Sanjay Subramanian
Baifeng Shi
Roei Herzig
Trevor Darrell
46
7
0
04 Dec 2023
Exchange-of-Thought: Enhancing Large Language Model Capabilities through
  Cross-Model Communication
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
87
59
0
04 Dec 2023
D-Bot: Database Diagnosis System using Large Language Models
D-Bot: Database Diagnosis System using Large Language Models
Xuanhe Zhou
Guoliang Li
Zhaoyan Sun
Zhiyuan Liu
Weize Chen
Jianming Wu
Jiesi Liu
Ruohang Feng
Guoyang Zeng
LLMAG
93
22
0
03 Dec 2023
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized
  Model Responses
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses
Xiao Ma
Swaroop Mishra
Ariel Liu
S. Su
Jilin Chen
Chinmay Kulkarni
Heng-Tze Cheng
Quoc V. Le
Ed H. Chi
LM&Ro
77
42
0
01 Dec 2023
On Exploring the Reasoning Capability of Large Language Models with
  Knowledge Graphs
On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs
Pei-Chi Lo
Yiting Tsai
Ee-Peng Lim
San-Yih Hwang
LRM
27
6
0
01 Dec 2023
A Survey on Prompting Techniques in LLMs
A Survey on Prompting Techniques in LLMs
Prabin Bhandari
48
7
0
28 Nov 2023
LLM-Assisted Code Cleaning For Training Accurate Code Generators
LLM-Assisted Code Cleaning For Training Accurate Code Generators
Naman Jain
Tianjun Zhang
Wei-Lin Chiang
Joseph E. Gonzalez
Koushik Sen
Ion Stoica
80
32
0
25 Nov 2023
Conditions for Length Generalization in Learning Reasoning Skills
Conditions for Length Generalization in Learning Reasoning Skills
Changnan Xiao
Bing Liu
LRM
109
7
0
22 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From
  Chain-of-Thought Reasoning to Language Agents
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
Zhuosheng Zhang
Yao Yao
Aston Zhang
Xiangru Tang
Xinbei Ma
...
Yiming Wang
Mark B. Gerstein
Rui Wang
Gongshen Liu
Hai Zhao
LLMAGLM&RoLRM
151
61
0
20 Nov 2023
Meta Prompting for AI Systems
Meta Prompting for AI Systems
Yifan Zhang
Yang Yuan
Andrew Chi-Chih Yao
LLMAGLRM
193
6
0
20 Nov 2023
Zero-Shot Question Answering over Financial Documents using Large
  Language Models
Zero-Shot Question Answering over Financial Documents using Large Language Models
Karmvir Singh Phogat
Chetan Harsha
Sridhar Dasaratha
Shashishekar Ramakrishna
Sai Akhil Puranam
50
6
0
19 Nov 2023
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