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 / 603 papers shown

Title
D-Bot: Database Diagnosis System using Large Language Models Xuanhe Zhou Guoliang Li Zhaoyan Sun Zhiyuan Liu Weize Chen Jianming Wu Jiesi Liu Ruohang Feng Guoyang Zeng LLMAG 65 14 0 03 Dec 2023
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses Xiao Ma Swaroop Mishra Ariel Liu S. Su Jilin Chen Chinmay Kulkarni Heng-Tze Cheng Quoc V. Le Ed H. Chi LM&Ro 25 37 0 01 Dec 2023
On Exploring the Reasoning Capability of Large Language Models with Knowledge Graphs Pei-Chi Lo Yiting Tsai Ee-Peng Lim San-Yih Hwang LRM 23 3 0 01 Dec 2023
A Survey on Prompting Techniques in LLMs Prabin Bhandari 29 7 0 28 Nov 2023
LLM-Assisted Code Cleaning For Training Accurate Code Generators Naman Jain Tianjun Zhang Wei-Lin Chiang Joseph E. Gonzalez Koushik Sen Ion Stoica 39 27 0 25 Nov 2023
Conditions for Length Generalization in Learning Reasoning Skills Changnan Xiao Bing Liu LRM 40 7 0 22 Nov 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Zhuosheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 42 53 0 20 Nov 2023
Meta Prompting for AI Systems Yifan Zhang Yang Yuan Andrew Chi-Chih Yao LLMAG LRM 29 5 0 20 Nov 2023
Zero-Shot Question Answering over Financial Documents using Large Language Models Karmvir Singh Phogat Chetan Harsha Sridhar Dasaratha Shashishekar Ramakrishna Sai Akhil Puranam 25 6 0 19 Nov 2023
DocMath-Eval: Evaluating Numerical Reasoning Capabilities of LLMs in Understanding Long Documents with Tabular Data Yilun Zhao Yitao Long Hongjun Liu Linyong Nan Lyuhao Chen Ryo Kamoi Yixin Liu Xiangru Tang Rui Zhang Arman Cohan 31 12 0 16 Nov 2023
Structured Chemistry Reasoning with Large Language Models Siru Ouyang Zhuosheng Zhang Bing Yan Xuan Liu Yejin Choi Jiawei Han Lianhui Qin LRM 28 14 0 16 Nov 2023
Efficient End-to-End Visual Document Understanding with Rationale Distillation Wang Zhu Alekh Agarwal Mandar Joshi Robin Jia Jesse Thomason Kristina Toutanova 40 2 0 16 Nov 2023
Program-Aided Reasoners (better) Know What They Know Anubha Kabra Sanketh Rangreji Yash Mathur Aman Madaan Emmy Liu Graham Neubig LRM 34 0 0 16 Nov 2023
Leveraging Code to Improve In-context Learning for Semantic Parsing Ben Bogin Shivanshu Gupta Peter Clark Ashish Sabharwal 26 7 0 16 Nov 2023
Towards Verifiable Text Generation with Symbolic References Lucas Torroba Hennigen Zejiang Shen Aniruddha Nrusimha Bernhard Gapp David Sontag Yoon Kim 28 11 0 15 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 48 2 0 15 Nov 2023
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving Chang Gao Haiyun Jiang Deng Cai Shuming Shi Wai Lam LRM 37 3 0 15 Nov 2023
Language Models are Better Bug Detector Through Code-Pair Classification Kamel Alrashedy Ahmed Binjahlan 17 6 0 14 Nov 2023
Past as a Guide: Leveraging Retrospective Learning for Python Code Completion Seunggyoon Shin Seunggyu Chang Sungjoon Choi KELM 40 1 0 13 Nov 2023
VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency Vernon Toh Ratish Puduppully Nancy F. Chen LRM 30 6 0 13 Nov 2023
BizBench: A Quantitative Reasoning Benchmark for Business and Finance Rik Koncel-Kedziorski Michael Krumdick Viet Dac Lai Varshini Reddy Charles Lovering Chris Tanner AIMat 35 4 0 11 Nov 2023
Language Models can be Logical Solvers Jiazhan Feng Ruochen Xu Junheng Hao Hiteshi Sharma Yelong Shen Dongyan Zhao Weizhu Chen ReLM LRM ELM 53 23 0 10 Nov 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data Mubashara Akhtar Abhilash Shankarampeta Vivek Gupta Arpit Patil O. Cocarascu Elena Simperl LRM ReLM LMTD ELM 45 21 0 03 Nov 2023
Implicit Chain of Thought Reasoning via Knowledge Distillation Yuntian Deng Kiran Prasad Roland Fernandez P. Smolensky Vishrav Chaudhary Stuart M. Shieber ReLM LRM 24 43 0 02 Nov 2023
Multi-Operational Mathematical Derivations in Latent Space Marco Valentino Jordan Meadows Lan Zhang André Freitas 29 5 0 02 Nov 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl Edwards Manling Li ... Yi R. Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 41 5 0 31 Oct 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models Ge Zheng Bin Yang Jiajin Tang Hong-Yu Zhou Sibei Yang LRM MLLM 35 93 0 25 Oct 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers Theo X. Olausson Alex Gu Benjamin Lipkin Cedegao E. Zhang Armando Solar-Lezama Josh Tenenbaum Roger Levy LRM AI4CE ReLM 49 95 0 23 Oct 2023
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models Gabriel H. Sarch Yue Wu Michael J. Tarr Katerina Fragkiadaki LM&Ro LLMAG 27 19 0 23 Oct 2023
API-Assisted Code Generation for Question Answering on Varied Table Structures Yihan Cao Shuyi Chen Ryan Liu Zhiruo Wang Daniel Fried LMTD 25 10 0 23 Oct 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts Tengxiao Liu Qipeng Guo Yuqing Yang Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang LRM LLMAG 26 30 0 23 Oct 2023
Prompt Engineering Through the Lens of Optimal Control Yifan Luo Yiming Tang Chengfeng Shen Zhennan Zhou Bin Dong OffRL 38 6 0 22 Oct 2023
Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Ben Eyal Amir Bachar Ophir Haroche Moran Mahabi Michael Elhadad CoGe ReLM 34 8 0 20 Oct 2023
ToolChain: Efficient Action Space Navigation in Large Language Models with A Search Yuchen Zhuang Xiang Chen Tong Yu Saayan Mitra Victor S. Bursztyn Ryan A. Rossi Somdeb Sarkhel Chao Zhang LLMAG 36 53 0 20 Oct 2023
SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving Xueliang Zhao Xinting Huang Wei Bi Lingpeng Kong LRM 48 0 0 19 Oct 2023
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models Deepak Nathani David Wang Liangming Pan Luu Anh Tuan KELM LRM ReLM 28 10 0 19 Oct 2023
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities Markus J. Buehler KELM 21 58 0 16 Oct 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies Alon Jacovi Avi Caciularu Jonathan Herzig Roee Aharoni Bernd Bohnet Mor Geva ELM 40 6 0 16 Oct 2023
Improving Large Language Model Fine-tuning for Solving Math Problems Yixin Liu Avi Singh C. D. Freeman John D. Co-Reyes Peter J. Liu LRM ReLM 43 45 0 16 Oct 2023
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Haoran Luo E. Haihong Zichen Tang Shiyao Peng Yikai Guo ... Guanting Dong Meina Song Wei Lin Yifan Zhu Luu Anh Tuan RALM 34 38 0 13 Oct 2023
Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement Linlu Qiu Liwei Jiang Ximing Lu Melanie Sclar Valentina Pyatkin ... Bailin Wang Yoon Kim Yejin Choi Nouha Dziri Xiang Ren LRM ReLM 54 75 0 12 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Di Zhang Kun Gai LRM ReLM RALM 51 2 0 11 Oct 2023
Diversity of Thought Improves Reasoning Abilities of LLMs Ranjita Naik Varun Chandrasekaran Mert Yuksekgonul Hamid Palangi Besmira Nushi LRM 34 6 0 11 Oct 2023
Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding Kexun Zhang Hongqiao Chen Lei Li Luu Anh Tuan 53 4 0 10 Oct 2023
Lemur: Harmonizing Natural Language and Code for Language Agents Yiheng Xu Hongjin Su Chen Xing Boyu Mi Qian Liu ... Siheng Zhao Lingpeng Kong Bailin Wang Caiming Xiong Tao Yu 32 68 0 10 Oct 2023
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA Jonathan Tonglet Manon Reusens Philipp Borchert Bart Baesens 44 5 0 10 Oct 2023
Estimating Numbers without Regression Avijit Thawani Jay Pujara Ashwin Kalyan 26 1 0 09 Oct 2023
Guiding Language Model Math Reasoning with Planning Tokens Xinyi Wang Lucas Caccia O. Ostapenko Xingdi Yuan William Yang Wang Alessandro Sordoni LRM 33 2 0 09 Oct 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models Yifan Wei Yisong Su Huanhuan Ma Xiaoyan Yu Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu LRM 27 10 0 08 Oct 2023
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model Cheng Qian Chenyan Xiong Zhenghao Liu Zhiyuan Liu LRM 31 12 0 08 Oct 2023