Automatic Chain of Thought Prompting in Large Language Models

7 October 2022

Papers citing "Automatic Chain of Thought Prompting in Large Language Models"

50 / 401 papers shown

Title
Empower Nested Boolean Logic via Self-Supervised Curriculum Learning Hongqiu Wu Linfeng Liu Haizhen Zhao Min Zhang LRM AI4CE NAI ELM 35 7 0 09 Oct 2023
GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence Zhihua Wen Zhiliang Tian Wei Wu Yuxin Yang Yanqi Shi Zhen Huang Dongsheng Li RALM 42 13 0 09 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 29 42 0 08 Oct 2023
Towards Better Chain-of-Thought Prompting Strategies: A Survey Zihan Yu Liang He Zhen Wu Xinyu Dai Jiajun Chen LRM 126 45 0 08 Oct 2023
Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models Song Jiang Zahra Shakeri Aaron Chan Maziar Sanjabi Hamed Firooz ... Bugra Akyildiz Yizhou Sun Jinchao Li Qifan Wang Asli Celikyilmaz LRM ReLM 26 8 0 07 Oct 2023
Label-free Node Classification on Graphs with Large Language Models (LLMS) Zhikai Chen Haitao Mao Hongzhi Wen Haoyu Han Wei-dong Jin Haiyang Zhang Hui Liu Jiliang Tang 30 72 0 07 Oct 2023
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models Junchi Yu Ran He Rex Ying LRM 58 24 0 06 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 38 229 0 05 Oct 2023
Large Language Models as Analogical Reasoners Michihiro Yasunaga Xinyun Chen Yujia Li Panupong Pasupat J. Leskovec Percy Liang Ed H. Chi Denny Zhou ReLM LRM 21 77 0 03 Oct 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 38 20 0 01 Oct 2023
UPAR: A Kantian-Inspired Prompting Framework for Enhancing Large Language Model Capabilities Hejia Geng Boxun Xu Peng Li ELM LRM ReLM 41 1 0 30 Sep 2023
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration Qiushi Sun Zhangyue Yin Xiang Li Zhiyong Wu Xipeng Qiu Lingpeng Kong LRM LLMAG 28 44 0 30 Sep 2023
Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thoughts Prompting Baphumelele Masikisiki Vukosi Marivate Y. Hlophe LRM ELM 16 4 0 30 Sep 2023
Feedback-guided Data Synthesis for Imbalanced Classification Reyhane Askari Hemmat Mohammad Pezeshki Florian Bordes M. Drozdzal Adriana Romero Soriano SyDa 17 19 0 29 Sep 2023
One for All: Towards Training One Graph Model for All Classification Tasks Hao Liu Jiarui Feng Lecheng Kong Ningyue Liang Dacheng Tao Yixin Chen Muhan Zhang AI4CE 15 110 0 29 Sep 2023
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution Chrisantha Fernando Dylan Banarse Henryk Michalewski Simon Osindero Tim Rocktaschel LLMAG ReLM LRM 26 179 0 28 Sep 2023
Are Human-generated Demonstrations Necessary for In-context Learning? Rui Li Guoyin Wang Jiwei Li LRM 15 12 0 26 Sep 2023
An In-depth Survey of Large Language Model-based Artificial Intelligence Agents Pengyu Zhao Zijian Jin Ning Cheng LLMAG 38 20 0 23 Sep 2023
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models Haoyu Gao Ting-En Lin Hangyu Li Min Yang Yuchuan Wu Wentao Ma Yongbin Li LRM 34 10 0 22 Sep 2023
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models Sichen Liu Zhiling Luo Gong Cheng LRM 24 0 0 22 Sep 2023
HRoT: Hybrid prompt strategy and Retrieval of Thought for Table-Text Hybrid Question Answering Tongxu Luo Fangyu Lei Jiahe Lei Weihao Liu Shihu He Jun Zhao Kang Liu 29 3 0 22 Sep 2023
You Only Look at Screens: Multimodal Chain-of-Action Agents Zhuosheng Zhang Aston Zhang LLMAG LM&Ro 15 101 0 20 Sep 2023
SCREWS: A Modular Framework for Reasoning with Revisions K. Shridhar Harsh Jhamtani Hao Fang Benjamin Van Durme Jason Eisner Patrick Xia KELM LRM 30 14 0 20 Sep 2023
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch Juntao Li Zecheng Tang Yuyang Ding Pinzheng Wang Pei Guo ... Wenliang Chen Guohong Fu Qiaoming Zhu Guodong Zhou M. Zhang 45 5 0 19 Sep 2023
Anchor Points: Benchmarking Models with Much Fewer Examples Rajan Vivek Kawin Ethayarajh Diyi Yang Douwe Kiela ALM 29 22 0 14 Sep 2023
Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL Hao Sun Alihan Huyuk M. Schaar OffRL LRM 15 27 0 13 Sep 2023
No Train Still Gain. Unleash Mathematical Reasoning of Large Language Models with Monte Carlo Tree Search Guided by Energy Function Haotian Xu LRM 30 12 0 01 Sep 2023
WALL-E: Embodied Robotic WAiter Load Lifting with Large Language Model Tianyu Wang Yifan Li Haitao Lin Xiangyang Xue Yanwei Fu LM&Ro 27 8 0 30 Aug 2023
Where Would I Go Next? Large Language Models as Human Mobility Predictors Xinglei Wang Meng Fang Zichao Zeng Tao Cheng 8 51 0 29 Aug 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models Mohamed S. Elaraby Mengyin Lu Jacob Dunn Xueying Zhang Yu Wang Shizhu Liu Pingchuan Tian Yuping Wang Yuxuan Wang HILM 28 24 0 22 Aug 2023
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models Bilgehan Sel Ahmad S. Al-Tawaha Vanshaj Khattar R. Jia Ming Jin LM&Ro LRM 21 62 0 20 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Yong-Jin Liu Gao Huang LLMAG 22 193 0 20 Aug 2023
Synergistic Integration of Large Language Models and Cognitive Architectures for Robust AI: An Exploratory Analysis Oscar J. Romero John Zimmerman Aaron Steinfeld A. Tomasic LLMAG LM&Ro 26 16 0 18 Aug 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 24 16 0 17 Aug 2023
Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought Bin Lei Pei-Hung Lin C. Liao Caiwen Ding ReLM ELM LRM AI4CE 27 39 0 16 Aug 2023
Forward-Backward Reasoning in Large Language Models for Mathematical Verification Weisen Jiang Han Shi L. Yu Zheng Liu Yu Zhang Zhenguo Li James T. Kwok LRM 42 25 0 15 Aug 2023
Better Zero-Shot Reasoning with Role-Play Prompting Aobo Kong Shiwan Zhao Hao Chen Qicheng Li Yong Qin Ruiqi Sun Xiaoxia Zhou Enzhi Wang Xiaohang Dong ReLM LLMAG LRM 25 149 0 15 Aug 2023
Data Race Detection Using Large Language Models Le Chen Xianzhong Ding M. Emani T. Vanderbruggen Pei-Hung Lin Chunhua Liao 19 17 0 15 Aug 2023
A new solution and concrete implementation steps for Artificial General Intelligence Yong-Hua Chen Ting Zeng Jun Zhang 26 0 0 12 Aug 2023
Enhancing Network Management Using Code Generated by Large Language Models Sathiya Kumaran Mani Yajie Zhou Kevin Hsieh Santiago Segarra Ranveer Chandra Srikanth Kandula 36 22 0 11 Aug 2023
Metacognitive Prompting Improves Understanding in Large Language Models Yuqing Wang Yun Zhao ReLM LRM 36 24 0 10 Aug 2023
Analyzing Chain-of-Thought Prompting in Large Language Models via Gradient-based Feature Attributions Skyler Wu Eric Meng Shen Charumathi Badrinath Jiaqi Ma Himabindu Lakkaraju LRM 38 26 0 25 Jul 2023
Fashion Matrix: Editing Photos by Just Talking Zheng Chong Xujie Zhang Fuwei Zhao Zhenyu Xie Xiaodan Liang DiffM 21 2 0 25 Jul 2023
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph Jiashuo Sun Chengjin Xu Lumingyuan Tang Sai Wang Chen Lin Yeyun Gong Lionel M. Ni H. Shum Jian Guo LRM 32 59 0 15 Jul 2023
Advancements in Scientific Controllable Text Generation Methods Arnav Goel Medha Hira Avinash Anand Siddhesh Bangar R. Shah 24 7 0 08 Jul 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs Zhikai Chen Haitao Mao Hang Li Wei Jin Haifang Wen ... Shuaiqiang Wang Dawei Yin Wenqi Fan Hui Liu Jiliang Tang AI4CE 57 265 0 07 Jul 2023
Chain of Thought Prompting Elicits Knowledge Augmentation Di Wu Jing Zhang Xinmei Huang LRM 28 31 0 04 Jul 2023
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Yiming Wang Zhuosheng Zhang Pei Zhang Baosong Yang Rui Wang ReLM LRM 26 6 0 30 Jun 2023
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model Keyan Chen Chenyang Liu Hao Chen Haotian Zhang Wenyuan Li Zhengxia Zou Z. Shi VLM 16 202 0 28 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 38 15 0 25 Jun 2023