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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
Human-like Few-Shot Learning via Bayesian Reasoning over Natural
  Language
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language
Kevin Ellis
BDLLRM
70
16
0
05 Jun 2023
Evaluating and Improving Tool-Augmented Computation-Intensive Math
  Reasoning
Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
Beichen Zhang
Kun Zhou
Xilin Wei
Wayne Xin Zhao
Jing Sha
Shijin Wang
Ji-Rong Wen
LRM
116
39
0
04 Jun 2023
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
MathChat: Converse to Tackle Challenging Math Problems with LLM Agents
Yiran Wu
Feiran Jia
Shaokun Zhang
Han-Tai Li
Erkang Zhu
Yue Wang
Y. Lee
Richard Peng
Qingyun Wu
Chi Wang
LLMAG
104
54
0
02 Jun 2023
Large Language Models Are Not Strong Abstract Reasoners
Large Language Models Are Not Strong Abstract Reasoners
Gaël Gendron
Qiming Bao
Michael Witbrock
Gillian Dobbie
ELMLRM
127
37
0
31 May 2023
Grammar Prompting for Domain-Specific Language Generation with Large
  Language Models
Grammar Prompting for Domain-Specific Language Generation with Large Language Models
Bailin Wang
Zi Wang
Xuezhi Wang
Yuan Cao
Rif A. Saurous
Yoon Kim
ReLMLRM
117
60
0
30 May 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large
  Language Models of Code
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code
Xiao Liu
Da Yin
Chen Zhang
Yansong Feng
Dongyan Zhao
ELMReLMReCodLRM
91
22
0
30 May 2023
Domain Specialization as the Key to Make Large Language Models
  Disruptive: A Comprehensive Survey
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
Chen Ling
Xujiang Zhao
Jiaying Lu
Chengyuan Deng
Can Zheng
...
Chris White
Quanquan Gu
Jian Pei
Carl Yang
Liang Zhao
ALM
169
139
0
30 May 2023
Do Large Language Models Know What They Don't Know?
Do Large Language Models Know What They Don't Know?
Zhangyue Yin
Qiushi Sun
Qipeng Guo
Jiawen Wu
Xipeng Qiu
Xuanjing Huang
ELMAI4MH
96
164
0
29 May 2023
Code Prompting: a Neural Symbolic Method for Complex Reasoning in Large
  Language Models
Code Prompting: a Neural Symbolic Method for Complex Reasoning in Large Language Models
Yitao Hu
Haotong Yang
Zhouchen Lin
Muhan Zhang
ReLMLRM
76
18
0
29 May 2023
Large Language Models as Tool Makers
Large Language Models as Tool Makers
Tianle Cai
Xuezhi Wang
Tengyu Ma
Xinyun Chen
Denny Zhou
LLMAG
102
212
0
26 May 2023
AdaPlanner: Adaptive Planning from Feedback with Language Models
AdaPlanner: Adaptive Planning from Feedback with Language Models
Haotian Sun
Yuchen Zhuang
Lingkai Kong
Bo Dai
Chao Zhang
LLMAG
96
138
0
26 May 2023
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration
  in Improving the Performance of Information Extraction
InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction
Ishani Mondal
Michelle Yuan
N. Anandhavelu
Aparna Garimella
Francis Ferraro
Andrew Blair-Stanek
Benjamin Van Durme
Jordan L. Boyd-Graber
71
1
0
24 May 2023
Getting MoRE out of Mixture of Language Model Reasoning Experts
Getting MoRE out of Mixture of Language Model Reasoning Experts
Chenglei Si
Weijia Shi
Chen Zhao
Luke Zettlemoyer
Jordan L. Boyd-Graber
LRM
94
29
0
24 May 2023
PEARL: Prompting Large Language Models to Plan and Execute Actions Over
  Long Documents
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents
Simeng Sun
Yongxu Liu
Shuohang Wang
Chenguang Zhu
Mohit Iyyer
RALMLRMReLM
89
55
0
23 May 2023
Automatic Model Selection with Large Language Models for Reasoning
Automatic Model Selection with Large Language Models for Reasoning
Xu Zhao
Yuxi Xie
Kenji Kawaguchi
Junxian He
Qizhe Xie
ReLMLRM
84
40
0
23 May 2023
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning
  of Large Language Models
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models
Cheng Qian
Chi Han
Yi R. Fung
Yujia Qin
Zhiyuan Liu
Heng Ji
LRM
106
38
0
23 May 2023
Question Answering as Programming for Solving Time-Sensitive Questions
Question Answering as Programming for Solving Time-Sensitive Questions
Xinyu Zhu
Cheng Yang
B. Chen
Siheng Li
Jian-Guang Lou
Yujiu Yang
KELM
102
11
0
23 May 2023
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks
Tiedong Liu
K. H. Low
ALM
91
87
0
23 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models
Evaluating Factual Consistency of Summaries with Large Language Models
Shiqi Chen
Siyang Gao
Junxian He
ELMLRMHILM
68
9
0
23 May 2023
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better
  than Chain-of-thought Fine-tuning
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
Xuekai Zhu
Biqing Qi
Kaiyan Zhang
Xingwei Long
Zhouhan Lin
Bowen Zhou
ALMLRM
60
21
0
23 May 2023
Exploring Self-supervised Logic-enhanced Training for Large Language
  Models
Exploring Self-supervised Logic-enhanced Training for Large Language Models
Fangkai Jiao
Zhiyang Teng
Bosheng Ding
Zhengyuan Liu
Nancy F. Chen
Shafiq Joty
ReLMLRM
49
5
0
23 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with
  Customized Exercise Generation
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation
Zhenwen Liang
Wenhao Yu
Tanmay Rajpurohit
Peter Clark
Xiangliang Zhang
Ashwin Kaylan
70
38
0
22 May 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim
  Verification on Scientific Tables
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables
Xinyuan Lu
Liangming Pan
Qian Liu
Preslav Nakov
Min-Yen Kan
LMTD
119
34
0
22 May 2023
Fact-Checking Complex Claims with Program-Guided Reasoning
Fact-Checking Complex Claims with Program-Guided Reasoning
Liangming Pan
Xiaobao Wu
Xinyuan Lu
Anh Tuan Luu
William Yang Wang
Min-Yen Kan
Preslav Nakov
LRM
96
136
0
22 May 2023
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A
  Study on Prompt Design Strategies
Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies
Linyong Nan
Yilun Zhao
Weijin Zou
Narutatsu Ri
Jaesung Tae
Ellen Zhang
Arman Cohan
Dragomir R. Radev
LMTD
86
51
0
21 May 2023
A Symbolic Framework for Evaluating Mathematical Reasoning and
  Generalisation with Transformers
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers
Jordan Meadows
Marco Valentino
Damien Teney
André Freitas
120
8
0
21 May 2023
TheoremQA: A Theorem-driven Question Answering dataset
TheoremQA: A Theorem-driven Question Answering dataset
Wenhu Chen
Ming Yin
Max Ku
Pan Lu
Yixin Wan
Xueguang Ma
Jianyu Xu
Xinyi Wang
Tony Xia
AIMat
131
140
0
21 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for
  Faithful Logical Reasoning
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning
Liangming Pan
Alon Albalak
Xinyi Wang
William Yang Wang
ReLMLRMAI4CE
171
274
0
20 May 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation
ReTAG: Reasoning Aware Table to Analytic Text Generation
Deepanway Ghosal
Preksha Nema
A. Raghuveer
LMTDLRM
78
5
0
19 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive
  Critiquing
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
Zhibin Gou
Zhihong Shao
Yeyun Gong
Yelong Shen
Yujiu Yang
Nan Duan
Weizhu Chen
KELMLRM
148
399
0
19 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via
  Tool Embeddings
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
Shibo Hao
Tianyang Liu
Zhen Wang
Zhiting Hu
RALMLLMAG
153
183
0
19 May 2023
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by
  Reversing Chain-of-Thought
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought
Tianci Xue
Ziqi Wang
Zhenhailong Wang
Chi Han
Pengfei Yu
Heng Ji
KELMLRM
109
38
0
19 May 2023
Hint of Thought prompting: an explainable and zero-shot approach to
  reasoning tasks with LLMs
Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs
IokTong Lei
Zhidong Deng
ReLMRALMLRM
50
4
0
19 May 2023
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image
  Synthesis Evaluation
LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation
Yujie Lu
Xianjun Yang
Xiujun Li
Xinze Wang
William Yang Wang
EGVM
143
79
0
18 May 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting
Xi Ye
Qiaochu Chen
Işıl Dillig
Greg Durrett
ReLMReCodLRM
104
73
0
16 May 2023
Read, Diagnose and Chat: Towards Explainable and Interactive
  LLMs-Augmented Depression Detection in Social Media
Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media
Wei Qin
Zetong Chen
Lei Wang
Yunshi Lan
Wei Ren
Richang Hong
AI4MH
88
21
0
09 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning
  by Large Language Models
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models
Lei Wang
Wanyu Xu
Yihuai Lan
Zhiqiang Hu
Yunshi Lan
Roy Ka-wei Lee
Ee-Peng Lim
ReLMLRM
134
358
0
06 May 2023
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large
  Language Model Signals for Science Question Answering
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering
Lei Wang
Yilang Hu
Jiabang He
Xingdong Xu
Ning Liu
Hui-juan Liu
Hengtao Shen
LRMMLLM
116
48
0
05 May 2023
Few-shot In-context Learning for Knowledge Base Question Answering
Few-shot In-context Learning for Knowledge Base Question Answering
Tianle Li
Xueguang Ma
Alex Zhuang
Yu Gu
Yu-Chuan Su
Wenhu Chen
182
84
0
02 May 2023
From Words to Code: Harnessing Data for Program Synthesis from Natural
  Language
From Words to Code: Harnessing Data for Program Synthesis from Natural Language
Anirudh Khatry
Joyce Cahoon
Jordan Henkel
Shaleen Deep
Venkatesh Emani
...
Vu Le
Mohammad Raza
Sherry Shi
Mukul Singh
A. Tiwari
113
12
0
02 May 2023
Self-Evaluation Guided Beam Search for Reasoning
Self-Evaluation Guided Beam Search for Reasoning
Yuxi Xie
Kenji Kawaguchi
Yiran Zhao
Xu Zhao
MingSung Kan
Junxian He
Qizhe Xie
LRM
262
159
0
01 May 2023
Exploring the Curious Case of Code Prompts
Exploring the Curious Case of Code Prompts
Li Zhang
Liam Dugan
Hainiu Xu
Chris Callison-Burch
LRM
84
14
0
26 Apr 2023
LLM+P: Empowering Large Language Models with Optimal Planning
  Proficiency
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
B. Liu
Yuqian Jiang
Xiaohan Zhang
Qian Liu
Shiqi Zhang
Joydeep Biswas
Peter Stone
LM&RoLLMAG
125
421
0
22 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language
  Models
Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
Pan Lu
Baolin Peng
Hao Cheng
Michel Galley
Kai-Wei Chang
Ying Nian Wu
Song-Chun Zhu
Jianfeng Gao
KELMMLLMLRM
155
326
0
19 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models
Progressive-Hint Prompting Improves Reasoning in Large Language Models
Chuanyang Zheng
Zhengying Liu
Enze Xie
Zhenguo Li
Yu Li
LLMAGReLMLRM
121
106
0
19 Apr 2023
CodeKGC: Code Language Model for Generative Knowledge Graph Construction
CodeKGC: Code Language Model for Generative Knowledge Graph Construction
Zhen Bi
Jing Chen
Yinuo Jiang
Feiyu Xiong
Wei Guo
Huajun Chen
Ningyu Zhang
68
42
0
18 Apr 2023
Tool Learning with Foundation Models
Tool Learning with Foundation Models
Yujia Qin
Shengding Hu
Yankai Lin
Weize Chen
Ning Ding
...
Cheng Yang
Tongshuang Wu
Heng Ji
Zhiyuan Liu
Maosong Sun
148
222
0
17 Apr 2023
Teaching Large Language Models to Self-Debug
Teaching Large Language Models to Self-Debug
Xinyun Chen
Maxwell Lin
Nathanael Scharli
Denny Zhou
LRM
151
711
0
11 Apr 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled
  Neural Networks
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
Yixuan Weng
Minjun Zhu
Fei Xia
Bin Li
Shizhu He
Kang Liu
Jun Zhao
88
6
0
04 Apr 2023
Improving Large Language Models for Clinical Named Entity Recognition
  via Prompt Engineering
Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering
Yan Hu
Iqra Ameer
Jingcheng Du
Xueqing Peng
Vipina Kuttichi Keloth
...
Zehan Li
Xiaoqian Jiang
Yiming Li
Jianfu Li
Hua Xu
LM&MA
82
200
0
29 Mar 2023
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