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

22 November 2022

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

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Title
Mars-PO: Multi-Agent Reasoning System Preference Optimization Xiaoxuan Lou Chaojie Wang Bo An LLMAG LRM 92 0 0 28 Nov 2024
MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Vishnou Vinayagame Gregory Senay Luis Martí LRM ReLM 101 0 0 28 Nov 2024
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation Harsh Singh Rocktim Jyoti Das Mingfei Han Preslav Nakov Ivan Laptev LM&Ro LLMAG 135 2 0 26 Nov 2024
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) 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 Deyi Ji Lanyun Zhu Siqi Gao Peng Xu Hongtao Lu Jieping Ye Feng Zhao PINN LMTD 92 6 0 13 Nov 2024
UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts Bo Yang Qingping Yang Runtao Liu Runtao Liu LRM ReLM ELM AIMat 151 1 0 11 Nov 2024
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 Zhenting Wang Hanyin Wang Benjamin Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar Jimeng Sun LM&MA 75 1 0 28 Oct 2024
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 Qifan Zhang Xiaobin Hong Jianheng Tang Nuo Chen Yuhan Li Wenzhong Li Jing Tang Jia Li OffRL AI4CE LRM 86 2 0 24 Oct 2024
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 Qiqi Chen Xinpeng Wang Philipp Mondorf Michael A. Hedderich Yun Xue LRM AI4CE 70 1 0 23 Oct 2024
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 Rongxing Liu Kumar Shridhar Manish Prajapat Patrick Xia Mrinmaya Sachan LLMAG LRM 97 3 0 21 Oct 2024
Can Large Language Models Invent Algorithms to Improve Themselves?: Algorithm Discovery for Recursive Self-Improvement through Reinforcement Learning Yoichi Ishibashi Taro Yano Masafumi Oyamada LRM AIFin 98 1 0 21 Oct 2024
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 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 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 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 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 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 Vernon Y.H. Toh Deepanway Ghosal Soujanya Poria LRM 94 3 0 16 Oct 2024
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 Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein ReLM LRM 212 2 0 14 Oct 2024
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 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 Xinliang Frederick Zhang Nick Beauchamp Lu Wang LRM AI4CE 155 4 0 07 Oct 2024
Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark Himanshu Gupta Shreyas Verma Ujjwala Anantheswaran Kevin Scaria Mihir Parmar Swaroop Mishra Chitta Baral ReLM LRM 74 8 0 06 Oct 2024
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 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 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 Yongchao Chen Harsh Jhamtani Srinagesh Sharma Chuchu Fan Chi Wang LLMAG LRM 165 9 0 04 Oct 2024
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 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 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 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 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 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 Konstantinos Skianis Giannis Nikolentzos Michalis Vazirgiannis LRM ReLM 81 5 0 26 Sep 2024
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows Wenlin Yao Haitao Mi Dong Yu LRM AI4CE 104 8 0 25 Sep 2024
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 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 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 Chen Liang Zhifan Feng Zihe Liu Wenbin Jiang Jinan Xu Yufeng Chen Yong Wang LLMAG LRM 47 1 0 19 Sep 2024
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 Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 247 132 0 18 Sep 2024
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 Kulin Shah Nishanth Dikkala Xin Wang Rina Panigrahy ELM ReLM LRM 102 14 0 16 Sep 2024