Automatic Chain of Thought Prompting in Large Language Models

International Conference on Learning Representations (ICLR), 2022

7 October 2022

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

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BadChain: Backdoor Chain-of-Thought Prompting for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 Zhen Xiang Fengqing Jiang Zidi Xiong Bhaskar Ramasubramanian Radha Poovendran Bo Li LRM SILM 241 77 0 20 Jan 2024
DiffusionGPT: LLM-Driven Text-to-Image Generation System Jie Qin Jie Wu Weifeng Chen Yuxi Ren Huixian Li Hefeng Wu Xuefeng Xiao Rui Wang S. Wen DiffM 172 49 0 18 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future TrendsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 387 12 0 15 Jan 2024
Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning Yiqi Wang Wentao Chen Xiaotian Han Xudong Lin Haiteng Zhao Yongfei Liu Bohan Zhai Jianbo Yuan Quanzeng You Hongxia Yang LRM 261 144 0 10 Jan 2024
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMs Zijie Meng Yan Zhang Zhaopeng Feng Zuozhu Liu LRM 238 5 0 10 Jan 2024
The Impact of Reasoning Step Length on Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Haoyang Ling Qinkai Yu Dong Shu Haiyan Zhao Qingfeng Lan Yanda Meng Yongfeng Zhang Jundong Li ReLM LRM 470 150 0 10 Jan 2024
Grimoire is All You Need for Enhancing Large Language Models Ding Chen Shichao Song Qingchen Yu Zhiyu Li Wenjin Wang Feiyu Xiong Simin Niu 223 5 0 07 Jan 2024
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning Chengwei Qin Wenhan Xia Fangkai Jiao Chen Chen Yuchen Hu Bosheng Ding R. Chen Shafiq Joty 319 7 0 28 Dec 2023
LLMs with User-defined Prompts as Generic Data Operators for Reliable Data Processing Luyi Ma Nikhil Thakurdesai Jiaoayan Chen Jianpeng Xu Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 97 3 0 26 Dec 2023
Prompt Valuation Based on Shapley Values Hanxi Liu Xiaokai Mao Haocheng Xia Jian Lou Jinfei Liu 172 9 0 24 Dec 2023
SimLM: Can Language Models Infer Parameters of Physical Systems? Sean Memery Mirella Lapata Kartic Subr LRM AI4CE 220 3 0 21 Dec 2023
DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation Yu Wang Zhiwei Liu Jianguo Zhang Weiran Yao Shelby Heinecke Philip S. Yu AI4TS LRM 150 44 0 18 Dec 2023
Exploring Large Language Models in Resolving Environment-Related Crash Bugs: Localizing and Repairing Xueying Du Wentai Deng Hanlin Wang Juntao Li Xin Peng Xin Peng LRM 147 8 0 16 Dec 2023
Comparable Demonstrations are Important in In-Context Learning: A Novel Perspective on Demonstration SelectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Caoyun Fan Jidong Tian Yitian Li Hao He Yaohui Jin 246 6 0 12 Dec 2023
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning Zifan Xu Haozhu Wang Dmitriy Bespalov Peter Stone Yanjun Qi Yanjun Qi ReLM LRM 204 7 0 07 Dec 2023
Large Knowledge Model: Perspectives and ChallengesData Intelligence (DI), 2023 Huajun Chen KELM 332 21 0 05 Dec 2023
Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Shan Zhong Zhongzhan Huang Shanghua Gao Wushao Wen Guanbin Li Marinka Zitnik Pan Zhou LLMAG LRM 333 60 0 05 Dec 2023
Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models Bingshuai Liu Chenyang Lyu Zijun Min Zhanyu Wang Jinsong Su Longyue Wang LRM 231 11 0 04 Dec 2023
TIBET: Identifying and Evaluating Biases in Text-to-Image Generative ModelsEuropean Conference on Computer Vision (ECCV), 2023 Aditya Chinchure Pushkar Shukla Gaurav Bhatt Kiri Salij K. Hosanagar Leonid Sigal Matthew Turk 240 49 0 03 Dec 2023
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context LearningComputer Vision and Pattern Recognition (CVPR), 2023 Chaoyi Zhang Kevin Qinghong Lin Zhengyuan Yang Jianfeng Wang Linjie Li Chung-Ching Lin Zicheng Liu Lijuan Wang VGen 238 48 0 29 Nov 2023
A Survey on Prompting Techniques in LLMs Prabin Bhandari 153 11 0 28 Nov 2023
Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis Xiaohui Chen Yongfei Liu Yingxiang Yang Jianbo Yuan Quanzeng You Liping Liu Hongxia Yang DiffM 168 14 0 28 Nov 2023
Conditional Prompt Tuning for Multimodal Fusion Ruixia Jiang Lingbo Liu Changwen Chen 154 0 0 28 Nov 2023
Compositional Chain-of-Thought Prompting for Large Multimodal ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Chancharik Mitra Brandon Huang Trevor Darrell Roei Herzig MLLM LRM 308 162 0 27 Nov 2023
Compositional Zero-shot Learning via Progressive Language-based Observations Lin Li Guikun Chen Jun Xiao Jun Xiao Long Chen 240 14 0 23 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 317 89 0 20 Nov 2023
Structured Chemistry Reasoning with Large Language Models Siru Ouyang Zhuosheng Zhang Bing Yan Xuan Liu Yejin Choi Jiawei Han Lianhui Qin LRM 137 26 0 16 Nov 2023
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem SolvingNeural Information Processing Systems (NeurIPS), 2023 Chang Gao Haiyun Jiang Deng Cai Shuming Shi Wai Lam LRM 273 11 0 15 Nov 2023
Plum: Prompt Learning using Metaheuristic Boyao Wang Shuo Xing Shizhe Diao Wenhe Sun Xiang Liu Kashun Shum Renjie Pi Jipeng Zhang Tong Zhang VLM OffRL LRM 201 7 0 14 Nov 2023
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts Qineng Wang Zihao Wang Ying Su Yangqiu Song AI4CE LLMAG 250 2 0 13 Nov 2023
Large Language Models are In-context Teachers for Knowledge ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiachen Zhao Zonghai Yao Zhichao Yang Hong-ye Yu ReLM LRM 145 2 0 12 Nov 2023
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ruomeng Ding Chaoyun Zhang Lu Wang Yong Xu Ming-Jie Ma Wei Zhang Si Qin Saravan Rajmohan Qingwei Lin Dongmei Zhang LRM 297 82 0 07 Nov 2023
Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving Z. Ling Yunhao Fang Xuanlin Li Tongzhou Mu Mingu Lee Reza Pourreza Roland Memisevic Hao Su LRM 290 5 0 01 Nov 2023
Rethinking Decision Transformer via Hierarchical Reinforcement LearningInternational Conference on Machine Learning (ICML), 2023 Yi-An Ma Chenjun Xiao Hebin Liang Jianye Hao OffRL 202 13 0 01 Nov 2023
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection Costas Mavromatis Ninad Kulkarni Zhengyuan Shen Jiani Zhang Huzefa Rangwala Christos Faloutsos George Karypis 222 35 0 30 Oct 2023
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Ge Zheng Bin Yang Jiajin Tang Hong-Yu Zhou Sibei Yang LRM MLLM 260 178 0 25 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language ModelsJournal of Computational Science and Technology (JCST), 2023 Wailing Ng Yuanqin He Xuefang Zhao Hanlin Gu Chen Zhang Haijun Yang Lixin Fan Qiang Yang 192 6 0 24 Oct 2023
Large Language Models can Share Images, Too!Annual Meeting of the Association for Computational Linguistics (ACL), 2023 Young-Jun Lee Dokyong Lee Joo Won Sung Jonghwan Hyeon Ho-Jin Choi MLLM 364 4 0 23 Oct 2023
Unleashing the potential of prompt engineering in Large Language Models: a comprehensive review Banghao Chen Zhaofeng Zhang Nicolas Langrené Shengxin Zhu LLMAG 385 119 0 23 Oct 2023
Prompt Engineering Through the Lens of Optimal ControlJournal of Machine Learning (JML), 2023 Yifan Luo Yiming Tang Chengfeng Shen Zhennan Zhou Bin Dong OffRL 214 14 0 22 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 403 2 0 17 Oct 2023
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Kibum Kim Kanghoon Yoon Jaeyeong Jeon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 426 29 0 16 Oct 2023
Let's reward step by step: Step-Level reward model as the Navigators for Reasoning Qianli Ma Haotian Zhou Tingkai Liu Jianbo Yuan Pengfei Liu Yang You Hongxia Yang LRM 194 79 0 16 Oct 2023
Empirical Study of Zero-Shot NER with ChatGPT Tingyu Xie Qi Li Jian Zhang Yan Zhang Zuozhu Liu Hongwei Wang LRM ReLM 180 111 0 16 Oct 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 239 15 0 15 Oct 2023
Learning To Teach Large Language Models Logical Reasoning Meiqi Chen Yubo Ma Kaitao Song Yixin Cao Yan Zhang Dongsheng Li ELM LRM 201 23 0 13 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 256 52 0 12 Oct 2023
KwaiYiiMath: Technical Report Jia-Yi Fu Lei Lin Xiaoyang Gao Pengli Liu Zhengzong Chen ... Zijia Lin Fuzheng Zhang Zhongyuan Wang Chen Zhang Kun Gai LRM ReLM RALM 254 3 0 11 Oct 2023
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models Anni Zou Zhuosheng Zhang Hai Zhao Xiangru Tang LRM ReLM 336 4 0 10 Oct 2023
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQAConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jonathan Tonglet Manon Reusens Philipp Borchert Bart Baesens 255 6 0 10 Oct 2023