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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
Mars-PO: Multi-Agent Reasoning System Preference Optimization
Mars-PO: Multi-Agent Reasoning System Preference Optimization
Xiaoxuan Lou
Chaojie Wang
Bo An
LLMAGLRM
92
0
0
28 Nov 2024
MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications
MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications
Vishnou Vinayagame
Gregory Senay
Luis Martí
LRMReLM
101
0
0
28 Nov 2024
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics
  Manipulation
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation
Harsh Singh
Rocktim Jyoti Das
Mingfei Han
Preslav Nakov
Ivan Laptev
LM&RoLLMAG
135
2
0
26 Nov 2024
When IoT Meet LLMs: Applications and Challenges
When IoT Meet LLMs: Applications and Challenges
İbrahim Kök
Orhan Demirci
S. Özdemir
136
5
0
20 Nov 2024
Metacognition for Unknown Situations and Environments (MUSE)
Metacognition for Unknown Situations and Environments (MUSE)
Rodolfo Valiente
Praveen K. Pilly
126
1
0
20 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
Xinyan Guan
Yanjiang Liu
Xinyu Lu
Boxi Cao
Xianpei Han
...
Le Sun
Jie Lou
Bowen Yu
Yaojie Lu
Hongyu Lin
ALM
181
5
0
18 Nov 2024
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale
  Table Understanding
Tree-of-Table: Unleashing the Power of LLMs for Enhanced Large-Scale Table Understanding
Deyi Ji
Lanyun Zhu
Siqi Gao
Peng Xu
Hongtao Lu
Jieping Ye
Feng Zhao
PINNLMTD
92
6
0
13 Nov 2024
UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts
UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts
Bo Yang
Qingping Yang
Runtao Liu
Runtao Liu
LRMReLMELMAIMat
151
1
0
11 Nov 2024
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
Kiran Purohit
Venktesh V
Raghuram Devalla
Krishna Mohan Yerragorla
Sourangshu Bhattacharya
Avishek Anand
LRM
86
3
0
06 Nov 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI
  Applications and Their Challenges
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
Zhenting Wang
Hanyin Wang
Benjamin Danek
Ying Li
Christina Mack
Hoifung Poon
Y. Wang
Pranav Rajpurkar
Jimeng Sun
LM&MA
77
1
0
28 Oct 2024
Reasoning or a Semblance of it? A Diagnostic Study of Transitive
  Reasoning in LLMs
Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs
Houman Mehrafarin
Arash Eshghi
Ioannis Konstas
LRM
36
0
0
26 Oct 2024
GCoder: Improving Large Language Model for Generalized Graph Problem
  Solving
GCoder: Improving Large Language Model for Generalized Graph Problem Solving
Qifan Zhang
Xiaobin Hong
Jianheng Tang
Nuo Chen
Yuhan Li
Wenzhong Li
Jing Tang
Jia Li
OffRLAI4CELRM
86
2
0
24 Oct 2024
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical
  reasoning
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning
Shivam Adarsh
Kumar Shridhar
Caglar Gulcehre
Nicholas Monath
Mrinmaya Sachan
LRM
99
3
0
24 Oct 2024
Understanding When Tree of Thoughts Succeeds: Larger Models Excel in
  Generation, Not Discrimination
Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination
Qiqi Chen
Xinpeng Wang
Philipp Mondorf
Michael A. Hedderich
Yun Xue
LRMAI4CE
70
1
0
23 Oct 2024
Markov Chain of Thought for Efficient Mathematical Reasoning
Markov Chain of Thought for Efficient Mathematical Reasoning
Wen Yang
Kai Fan
Minpeng Liao
LRM
54
5
0
23 Oct 2024
SMART: Self-learning Meta-strategy Agent for Reasoning Tasks
SMART: Self-learning Meta-strategy Agent for Reasoning Tasks
Rongxing Liu
Kumar Shridhar
Manish Prajapat
Patrick Xia
Mrinmaya Sachan
LLMAGLRM
97
3
0
21 Oct 2024
Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning
Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning
Yoichi Ishibashi
Taro Yano
Masafumi Oyamada
LRMAIFin
98
1
0
21 Oct 2024
Task-oriented Robotic Manipulation with Vision Language Models
Task-oriented Robotic Manipulation with Vision Language Models
Nurhan Bulus Guran
Hanchi Ren
Jingjing Deng
Xianghua Xie
119
4
0
21 Oct 2024
From Solitary Directives to Interactive Encouragement! LLM Secure Code
  Generation by Natural Language Prompting
From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting
Shigang Liu
Bushra Sabir
Seung Ick Jang
Yuval Kansal
Yansong Gao
Kristen Moore
A. Abuadbba
Surya Nepal
80
3
0
18 Oct 2024
GeoCoder: Solving Geometry Problems by Generating Modular Code through
  Vision-Language Models
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models
Aditya Sharma
Aman Dalmia
Mehran Kazemi
Christopher J. Pal
Amal Zouaq
LRM
62
2
0
17 Oct 2024
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
Guhao Feng
Kai-Bo Yang
Yuntian Gu
Xinyue Ai
Shengjie Luo
Jiacheng Sun
Di He
Zechao Li
Liwei Wang
LRM
87
13
0
17 Oct 2024
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling
Yakun Zhu
Shaohang Wei
Xu Wang
Kui Xue
Xiaofan Zhang
Shanghang Zhang
142
2
0
17 Oct 2024
When Not to Answer: Evaluating Prompts on GPT Models for Effective
  Abstention in Unanswerable Math Word Problems
When Not to Answer: Evaluating Prompts on GPT Models for Effective Abstention in Unanswerable Math Word Problems
Asir Saadat
Tasmia Binte Sogir
Md Taukir Azam Chowdhury
Syem Aziz
125
3
0
16 Oct 2024
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of
  Language Models for Math Reasoning
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning
Vernon Y.H. Toh
Deepanway Ghosal
Soujanya Poria
LRM
94
3
0
16 Oct 2024
Process Reward Model with Q-Value Rankings
Process Reward Model with Q-Value Rankings
W. Li
Yixuan Li
LRM
154
25
0
15 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration
FLARE: Faithful Logic-Aided Reasoning and Exploration
Erik Arakelyan
Pasquale Minervini
Pat Verga
Patrick Lewis
Isabelle Augenstein
ReLMLRM
214
2
0
14 Oct 2024
Expanding Search Space with Diverse Prompting Agents: An Efficient
  Sampling Approach for LLM Mathematical Reasoning
Expanding Search Space with Diverse Prompting Agents: An Efficient Sampling Approach for LLM Mathematical Reasoning
Gisang Lee
Sangwoo Park
Junyoung Park
Andrew Chung
Sieun Park
Yoonah Park
Byungju Kim
Min-gyu Cho
LRM
55
1
0
13 Oct 2024
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for
  Enhancing Reasoning in Large Language Models
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models
Wenting Tan
Dongxiao Chen
Jieting Xue
Zihao Wang
Taijie Chen
LRM
79
2
0
10 Oct 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language
  Models via Recounted Narratives
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives
Xinliang Frederick Zhang
Nick Beauchamp
Lu Wang
LRMAI4CE
155
4
0
07 Oct 2024
Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark
Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark
Himanshu Gupta
Shreyas Verma
Ujjwala Anantheswaran
Kevin Scaria
Mihir Parmar
Swaroop Mishra
Chitta Baral
ReLMLRM
74
8
0
06 Oct 2024
BloomWise: Enhancing Problem-Solving capabilities of Large Language
  Models using Bloom's-Taxonomy-Inspired Prompts
BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom's-Taxonomy-Inspired Prompts
Maria-Eleni Zoumpoulidi
Georgios Paraskevopoulos
Alexandros Potamianos
LRM
51
0
0
05 Oct 2024
Improving LLM Reasoning through Scaling Inference Computation with
  Collaborative Verification
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification
Zhenwen Liang
Ye Liu
Tong Niu
Xiangliang Zhang
Yingbo Zhou
Semih Yavuz
LRM
82
25
0
05 Oct 2024
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning
  Trajectories Search
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
Murong Yue
Wenlin Yao
Haitao Mi
Dian Yu
Ziyu Yao
Dong Yu
LRM
72
7
0
04 Oct 2024
Steering Large Language Models between Code Execution and Textual Reasoning
Steering Large Language Models between Code Execution and Textual Reasoning
Yongchao Chen
Harsh Jhamtani
Srinagesh Sharma
Chuchu Fan
Chi Wang
LLMAGLRM
165
9
0
04 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration
Agents' Room: Narrative Generation through Multi-step Collaboration
Fantine Huot
Reinald Kim Amplayo
Jennimaria Palomaki
Alice Shoshana Jakobovits
Elizabeth Clark
Mirella Lapata
102
16
0
03 Oct 2024
Not All LLM Reasoners Are Created Equal
Not All LLM Reasoners Are Created Equal
Arian Hosseini
Alessandro Sordoni
Daniel Toyama
Rameswar Panda
Rishabh Agarwal
LRM
111
15
0
02 Oct 2024
Evaluating Robustness of Reward Models for Mathematical Reasoning
Evaluating Robustness of Reward Models for Mathematical Reasoning
Sunghwan Kim
Dongjin Kang
Taeyoon Kwon
Hyungjoo Chae
Jungsoo Won
Dongha Lee
Jinyoung Yeo
76
7
0
02 Oct 2024
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving
  Long-Range Reasoning Problems using LLMs
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs
Kangsheng Wang
Xiao Zhang
Hao Liu
Songde Han
Huimin Ma
Tianyu Hu
LRM
120
5
0
02 Oct 2024
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source
  Instruction Data
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
Shubham Toshniwal
Wei Du
Ivan Moshkov
Branislav Kisacanin
Alexan Ayrapetyan
Igor Gitman
LRM
105
71
0
02 Oct 2024
Dynamic Planning for LLM-based Graphical User Interface Automation
Dynamic Planning for LLM-based Graphical User Interface Automation
Shaoqing Zhang
Zhuosheng Zhang
Kehai Chen
Xinbei Ma
Muyun Yang
Tiejun Zhao
Min Zhang
LLMAG
83
10
0
01 Oct 2024
Graph Reasoning with Large Language Models via Pseudo-code Prompting
Graph Reasoning with Large Language Models via Pseudo-code Prompting
Konstantinos Skianis
Giannis Nikolentzos
Michalis Vazirgiannis
LRMReLM
81
5
0
26 Sep 2024
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and
  Dynamic Workflows
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows
Wenlin Yao
Haitao Mi
Dong Yu
LRMAI4CE
104
8
0
25 Sep 2024
Task-oriented Prompt Enhancement via Script Generation
Task-oriented Prompt Enhancement via Script Generation
Chung-Yu Wang
Alireza DaghighFarsoodeh
Hung Viet Pham
LRM
56
0
0
24 Sep 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for
  Digital Agents at Scale
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
Tianyue Ou
Frank F. Xu
Aman Madaan
J. Liu
Robert Lo
Abishek Sridhar
Sudipta Sengupta
Dan Roth
Graham Neubig
Shuyan Zhou
OffRL
89
15
0
24 Sep 2024
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL
PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL
Ruilin Luo
Liyuan Wang
Binghuai Lin
Zicheng Lin
Yujiu Yang
LRM
77
8
0
21 Sep 2024
Textualized Agent-Style Reasoning for Complex Tasks by Multiple Round
  LLM Generation
Textualized Agent-Style Reasoning for Complex Tasks by Multiple Round LLM Generation
Chen Liang
Zhifan Feng
Zihe Liu
Wenbin Jiang
Jinan Xu
Yufeng Chen
Yong Wang
LLMAGLRM
47
1
0
19 Sep 2024
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning
Jin Jiang
Yuchen Yan
Yang Liu
Yonggang Jin
Shuai Peng
Hao Fei
Xunliang Cai
Yixin Cao
Liangcai Gao
Zhi Tang
LRM
129
7
0
19 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
Zayne Sprague
Fangcong Yin
Juan Diego Rodriguez
Dongwei Jiang
Manya Wadhwa
Prasann Singhal
Xinyu Zhao
Xi Ye
Kyle Mahowald
Greg Durrett
ReLMLRM
247
132
0
18 Sep 2024
Watch Your Steps: Observable and Modular Chains of Thought
Watch Your Steps: Observable and Modular Chains of Thought
Cassandra A. Cohen
William W. Cohen
LRM
66
3
0
17 Sep 2024
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on
  Logic Puzzles
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles
Kulin Shah
Nishanth Dikkala
Xin Wang
Rina Panigrahy
ELMReLMLRM
102
14
0
16 Sep 2024
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