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

22 November 2022

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

50 / 599 papers shown

Title
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 78 2 0 26 Nov 2024
When IoT Meet LLMs: Applications and Challenges İbrahim Kök Orhan Demirci S. Özdemir 77 4 0 20 Nov 2024
Metacognition for Unknown Situations and Environments (MUSE) Rodolfo Valiente Praveen K. Pilly 71 0 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 Yunfan LU Hongyu Lin ALM 86 2 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 52 3 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 67 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 32 1 0 06 Nov 2024
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges Zhenting Wang Hanyin Wang Benjamin P. Danek Ying Li Christina Mack Hoifung Poon Y. Wang Pranav Rajpurkar Jiashuo Sun LM&MA 37 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 31 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 37 1 0 24 Oct 2024
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch Yuyang Ding Xinyu Shi Xiaobo Liang Juntao Li Qiaoming Zhu Min Zhang ELM AIMat SyDa LRM 30 9 0 24 Oct 2024
SIKeD: Self-guided Iterative Knowledge Distillation for mathematical reasoning Shivam Adarsh Kumar Shridhar Caglar Gulcehre Nicholas Monath Mrinmaya Sachan LRM 29 2 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 Barbara Plank LRM AI4CE 31 1 0 23 Oct 2024
Markov Chain of Thought for Efficient Mathematical Reasoning Wen Yang Kai Fan Minpeng Liao LRM 44 4 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 31 3 0 21 Oct 2024
Improving Parallel Program Performance with LLM Optimizers via Agent-System Interface Anjiang Wei Allen Nie Diyi Yang Rohan Yadav Wonchan Lee Alex Aiken Alex Aiken 25 0 0 21 Oct 2024
Can Large Language Models Invent Algorithms to Improve Themselves? Yoichi Ishibashi Taro Yano Masafumi Oyamada AIFin LRM 34 1 0 21 Oct 2024
Task-oriented Robotic Manipulation with Vision Language Models Nurhan Bulus Guran Hanchi Ren Jingjing Deng Xianghua Xie 29 3 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 30 2 0 18 Oct 2024
How Numerical Precision Affects Mathematical Reasoning Capabilities of LLMs Guhao Feng Kai-Bo Yang Yuntian Gu Xinyue Ai Shengjie Luo Jiacheng Sun Di He Zechao Li Liwei Wang LRM 37 6 0 17 Oct 2024
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models Aditya Sharma Aman Dalmia Mehran Kazemi Amal Zouaq Christopher J. Pal LRM 31 0 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 79 1 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 57 2 0 16 Oct 2024
Divide-Verify-Refine: Can LLMs Self-Align with Complex Instructions? Xianren Zhang Xianfeng Tang Hui Liu Zongyu Wu Qi He Dongwon Lee Suhang Wang ALM 41 0 0 16 Oct 2024
Process Reward Model with Q-Value Rankings W. Li Yixuan Li LRM 59 15 0 15 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein ReLM LRM 69 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 27 1 0 13 Oct 2024
SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction L. Yang Zhaochen Yu Tianze Zhang Minkai Xu Joseph E. Gonzalez Bin Cui Shuicheng Yan ELM ReLM LRM 51 0 0 11 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 25 0 0 10 Oct 2024
Chain-of-Thoughts for Molecular Understanding Yunhui Jang Jaehyung Kim Sungsoo Ahn LRM AI4CE 33 1 0 08 Oct 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives Xinliang Frederick Zhang Nick Beauchamp Lu Wang LRM AI4CE 29 3 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 32 5 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 23 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 32 18 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 48 4 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 41 6 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 45 7 0 03 Oct 2024
Not All LLM Reasoners Are Created Equal Arian Hosseini Alessandro Sordoni Daniel Toyama Rameswar Panda Rishabh Agarwal LRM 46 11 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 35 4 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 56 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 23 49 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 37 7 0 01 Oct 2024
Graph Reasoning with Large Language Models via Pseudo-code Prompting Konstantinos Skianis Giannis Nikolentzos Michalis Vazirgiannis LRM ReLM 38 4 0 26 Sep 2024
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows Wenlin Yao Haitao Mi Dong Yu LRM AI4CE 48 6 0 25 Sep 2024
Task-oriented Prompt Enhancement via Script Generation Chung-Yu Wang Alireza DaghighFarsoodeh Hung Viet Pham LRM 39 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 38 9 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 35 5 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 33 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 52 3 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 119 88 0 18 Sep 2024