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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"

34 / 634 papers shown
Title
Koala: An Index for Quantifying Overlaps with Pre-training Corpora
Koala: An Index for Quantifying Overlaps with Pre-training Corpora
Thuy-Trang Vu
Xuanli He
Gholamreza Haffari
Ehsan Shareghi
CLL
73
15
0
26 Mar 2023
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph
  Databases
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases
Hongyu Ren
Mikhail Galkin
Michael Cochez
Zhaocheng Zhu
J. Leskovec
NAIGNN
122
38
0
26 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao
Hailin Chen
Weishi Wang
Fangkai Jiao
Do Xuan Long
...
Bosheng Ding
Xiaobao Guo
Minzhi Li
Xingxuan Li
Shafiq Joty
131
89
0
20 Mar 2023
Large Language Model Instruction Following: A Survey of Progresses and
  Challenges
Large Language Model Instruction Following: A Survey of Progresses and Challenges
Renze Lou
Kai Zhang
Wenpeng Yin
ALMLRM
161
25
0
18 Mar 2023
ART: Automatic multi-step reasoning and tool-use for large language
  models
ART: Automatic multi-step reasoning and tool-use for large language models
Bhargavi Paranjape
Scott M. Lundberg
Sameer Singh
Hannaneh Hajishirzi
Luke Zettlemoyer
Marco Tulio Ribeiro
KELMReLMLRM
99
154
0
16 Mar 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a
  Good Reranker for Hard Samples!
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!
Yubo Ma
Yixin Cao
YongChing Hong
Aixin Sun
RALM
175
157
0
15 Mar 2023
ViperGPT: Visual Inference via Python Execution for Reasoning
ViperGPT: Visual Inference via Python Execution for Reasoning
Dídac Surís
Sachit Menon
Carl Vondrick
MLLMLRMReLM
136
469
0
14 Mar 2023
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for
  Document Information Extraction
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction
Jiabang He
Lei Wang
Yingpeng Hu
Ning Liu
Hui-juan Liu
Xingdong Xu
Hengtao Shen
MLLM
78
46
0
09 Mar 2023
Complex QA and language models hybrid architectures, Survey
Complex QA and language models hybrid architectures, Survey
Xavier Daull
P. Bellot
Emmanuel Bruno
Vincent Martin
Elisabeth Murisasco
ELM
212
16
0
17 Feb 2023
LEVER: Learning to Verify Language-to-Code Generation with Execution
LEVER: Learning to Verify Language-to-Code Generation with Execution
Ansong Ni
Srini Iyer
Dragomir R. Radev
Ves Stoyanov
Wen-tau Yih
Sida I. Wang
Xi Lin
142
227
0
16 Feb 2023
Augmented Language Models: a Survey
Augmented Language Models: a Survey
Grégoire Mialon
Roberto Dessì
Maria Lomeli
Christoforos Nalmpantis
Ramakanth Pasunuru
...
Jane Dwivedi-Yu
Asli Celikyilmaz
Edouard Grave
Yann LeCun
Thomas Scialom
LRMKELM
99
394
0
15 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Chengwei Qin
Aston Zhang
Zhuosheng Zhang
Jiaao Chen
Michihiro Yasunaga
Diyi Yang
LM&MAAI4MHLRMELM
174
707
0
08 Feb 2023
Reliable Natural Language Understanding with Large Language Models and
  Answer Set Programming
Reliable Natural Language Understanding with Large Language Models and Answer Set Programming
Abhiramon Rajasekharan
Yankai Zeng
Parth Padalkar
Gopal Gupta
LRM
89
19
0
07 Feb 2023
Multimodal Chain-of-Thought Reasoning in Language Models
Multimodal Chain-of-Thought Reasoning in Language Models
Zhuosheng Zhang
Aston Zhang
Mu Li
Hai Zhao
George Karypis
Alexander J. Smola
LRM
140
466
0
02 Feb 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for
  Large Language Models
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
Zhihong Shao
Yeyun Gong
Yelong Shen
Minlie Huang
Nan Duan
Weizhu Chen
ReLMLRM
105
70
0
01 Feb 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context
Large Language Models Can Be Easily Distracted by Irrelevant Context
Freda Shi
Xinyun Chen
Kanishka Misra
Nathan Scales
David Dohan
Ed H. Chi
Nathanael Scharli
Denny Zhou
ReLMRALMLRM
139
599
0
31 Jan 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and
  Questions for Table-based Reasoning
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning
Yunhu Ye
Binyuan Hui
Min Yang
Binhua Li
Fei Huang
Yongbin Li
LMTDReLMLRM
141
162
0
31 Jan 2023
Faithful Chain-of-Thought Reasoning
Faithful Chain-of-Thought Reasoning
Qing Lyu
Shreya Havaldar
Adam Stein
Li Zhang
D. Rao
Eric Wong
Marianna Apidianaki
Chris Callison-Burch
ReLMLRM
171
229
0
31 Jan 2023
Conversational Automated Program Repair
Conversational Automated Program Repair
Chun Xia
Lingming Zhang
KELM
108
74
0
30 Jan 2023
Large Language Models Are Latent Variable Models: Explaining and Finding
  Good Demonstrations for In-Context Learning
Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning
Xinyi Wang
Wanrong Zhu
Michael Stephen Saxon
Mark Steyvers
William Yang Wang
BDL
181
116
0
27 Jan 2023
Causal Reasoning of Entities and Events in Procedural Texts
Causal Reasoning of Entities and Events in Procedural Texts
Li Zhang
Hainiu Xu
Yue Yang
Shuyan Zhou
Weiqiu You
Manni Arora
Chris Callison-Burch
ReLMLRM
102
37
0
26 Jan 2023
Batch Prompting: Efficient Inference with Large Language Model APIs
Batch Prompting: Efficient Inference with Large Language Model APIs
Zhoujun Cheng
Jungo Kasai
Tao Yu
LRM
104
78
0
19 Jan 2023
Bike Frames: Understanding the Implicit Portrayal of Cyclists in the
  News
Bike Frames: Understanding the Implicit Portrayal of Cyclists in the News
Xingmeng Zhao
Dan Schumacher
Sashank Nalluri
Xavier Walton
Suhana Shrestha
Anthony Rios
53
2
0
15 Jan 2023
A Survey of Deep Learning for Mathematical Reasoning
A Survey of Deep Learning for Mathematical Reasoning
Pan Lu
Liang Qiu
Wenhao Yu
Sean Welleck
Kai-Wei Chang
ReLMLRM
133
150
0
20 Dec 2022
DePlot: One-shot visual language reasoning by plot-to-table translation
DePlot: One-shot visual language reasoning by plot-to-table translation
Fangyu Liu
Julian Martin Eisenschlos
Francesco Piccinno
Syrine Krichene
Chenxi Pang
Kenton Lee
Mandar Joshi
Wenhu Chen
Nigel Collier
Yasemin Altun
VLMReLMLRM
106
102
0
20 Dec 2022
Towards Reasoning in Large Language Models: A Survey
Towards Reasoning in Large Language Models: A Survey
Jie Huang
Kevin Chen-Chuan Chang
LM&MAELMLRM
190
645
0
20 Dec 2022
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of
  What Matters
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
Boshi Wang
Sewon Min
Xiang Deng
Jiaming Shen
You Wu
Luke Zettlemoyer
Huan Sun
LRMReLM
122
252
0
20 Dec 2022
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and
  Chart Derendering
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering
Fangyu Liu
Francesco Piccinno
Syrine Krichene
Chenxi Pang
Kenton Lee
Mandar Joshi
Yasemin Altun
Nigel Collier
Julian Martin Eisenschlos
VLMLRM
59
102
0
19 Dec 2022
Reasoning with Language Model Prompting: A Survey
Reasoning with Language Model Prompting: A Survey
Shuofei Qiao
Yixin Ou
Ningyu Zhang
Xiang Chen
Yunzhi Yao
Shumin Deng
Chuanqi Tan
Fei Huang
Huajun Chen
ReLMELMLRM
232
327
0
19 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text
  Generation
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
Swarnadeep Saha
Xinyan Velocity Yu
Joey Tianyi Zhou
Ramakanth Pasunuru
Asli Celikyilmaz
ReLMLRM
59
11
0
16 Dec 2022
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning
APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning
Jiashuo Sun
Hang Zhang
Chen Lin
Nan Duan
Yeyun Gong
Jian Guo
AIMatRALM
78
6
0
14 Dec 2022
Prompting Is Programming: A Query Language for Large Language Models
Prompting Is Programming: A Query Language for Large Language Models
Luca Beurer-Kellner
Marc Fischer
Martin Vechev
LRM
161
105
0
12 Dec 2022
PAL: Program-aided Language Models
PAL: Program-aided Language Models
Luyu Gao
Aman Madaan
Shuyan Zhou
Uri Alon
Pengfei Liu
Yiming Yang
Jamie Callan
Graham Neubig
ReLMLRM
143
462
0
18 Nov 2022
Towards Faithful Model Explanation in NLP: A Survey
Towards Faithful Model Explanation in NLP: A Survey
Qing Lyu
Marianna Apidianaki
Chris Callison-Burch
XAI
237
121
0
22 Sep 2022
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