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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When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Brandon Smart Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 276 30 0 16 May 2024
LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-ThoughtInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Zhuoxuan Jiang Haoyuan Peng Shanshan Feng Fan Li Dongsheng Li KELM LRM 319 27 0 09 May 2024
Preble: Efficient Distributed Prompt Scheduling for LLM Serving Vikranth Srivatsa Zijian He Reyna Abhyankar Dongming Li Yiying Zhang 353 38 0 08 May 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning Kaya Stechly Karthik Valmeekam Subbarao Kambhampati LRM LM&Ro 458 92 0 08 May 2024
Cantor: Inspiring Multimodal Chain-of-Thought of MLLM Timin Gao Peixian Chen Mengdan Zhang Chaoyou Fu Chunjiang Ge ... Shengchuan Zhang Xiawu Zheng Xing Sun Liujuan Cao Rongrong Ji MLLM LRM 236 47 0 24 Apr 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples Lihang Pan Yuxuan Li Chun Yu Yuanchun Shi LLMAG 160 2 0 24 Apr 2024
Leveraging Large Language Models for Multimodal Search Oriol Barbany Michael Huang Xinliang Zhu Arnab Dhua 198 14 0 24 Apr 2024
Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems Qihuang Zhong Kang Wang Ziyang Xu Juhua Liu Liang Ding Bo Du LRM AIMat 389 5 0 23 Apr 2024
Many-Shot In-Context Learning Rishabh Agarwal Avi Singh Lei M. Zhang Bernd Bohnet Luis Rosias ... John D. Co-Reyes Eric Chu Feryal M. P. Behbahani Aleksandra Faust Hugo Larochelle ReLM OffRL BDL 350 171 0 17 Apr 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 258 11 0 14 Apr 2024
Experimental Design for Active Transductive Inference in Large Language Models Subhojyoti Mukherjee Anusha Lalitha Aniket Deshmukh Ge Liu Yifei Ma Branislav Kveton LRM 323 1 0 12 Apr 2024
AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning Senkang Hu Zhengru Fang Zihan Fang Yiqin Deng Xianhao Chen Yuguang Fang 231 44 0 09 Apr 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems Bin Lei LLMAG AI4CE 114 34 0 06 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 174 38 0 02 Apr 2024
Octopus: On-device language model for function calling of software APIsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Wei Chen Zhiyuan Li Mingyuan Ma LLMAG 249 22 0 02 Apr 2024
Don't Trust: Verify -- Grounding LLM Quantitative Reasoning with Autoformalization Jin Peng Zhou Charles Staats Wenda Li Christian Szegedy Kilian Q. Weinberger Yuhuai Wu LRM 152 58 0 26 Mar 2024
Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning Hao Shao Shengju Qian Han Xiao Guanglu Song Zhuofan Zong Letian Wang Yu Liu Jiaming Song VGen LRM MLLM 245 194 0 25 Mar 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA Zhuowan Li Bhavan A. Jasani Peng Tang Shabnam Ghadar LRM 242 23 0 25 Mar 2024
MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection Taeheon Kim Sangyun Chung Damin Yeom Youngjoon Yu Hak Gu Kim Y. Ro 307 7 0 22 Mar 2024
Supporting Energy Policy Research with Large Language Models Grant Buster Pavlo Pinchuk Jacob Barrons Ryan McKeever Aaron Levine Anthony Lopez 74 10 0 19 Mar 2024
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM YiXuan Wu Yizhou Wang Weizhen He Wenhao Wu Tong He Wanli Ouyang Jian Wu Juil Sock ObjD VLM 261 45 0 19 Mar 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 536 198 0 14 Mar 2024
Easy-to-Hard Generalization: Scalable Alignment Beyond Human SupervisionNeural Information Processing Systems (NeurIPS), 2024 Zhiqing Sun Longhui Yu Yikang Shen Weiyang Liu Yiming Yang Sean Welleck Chuang Gan 165 91 0 14 Mar 2024
LLM-based agents for automating the enhancement of user story quality: An early reportInternational Conference on Agile Software Development (XP), 2024 Zheying Zhang Maruf Rayhan Tomas Herda Manuel Goisauf Pekka Abrahamsson LLMAG 106 36 0 14 Mar 2024
Meaningful Learning: Advancing Abstract Reasoning in Large Language Models via Generic Fact GuidanceNeural Information Processing Systems (NeurIPS), 2024 Kai Xiong Xiao Ding Ting Liu Bing Qin Dongliang Xu Qing Yang Hongtao Liu Yixin Cao LRM 159 9 0 14 Mar 2024
Large Language Models are Contrastive Reasoners Liang Yao ReLM ELM LRM 278 8 0 13 Mar 2024
Navigating Hallucinations for Reasoning of Unintentional Activities Shresth Grover Vibhav Vineet Yogesh S Rawat LRM 264 2 0 29 Feb 2024
From Summary to Action: Enhancing Large Language Models for Complex Tasks with Open World APIs Yulong Liu Yunlong Yuan Chunwei Wang Jianhua Han Yongqiang Ma Li Zhang Nanning Zheng Hang Xu LLMAG 112 10 0 28 Feb 2024
All in an Aggregated Image for In-Image Learning Lei Wang Wanyu Xu Zhiqiang Hu Yihuai Lan Shan Dong Hao Wang Roy Ka-wei Lee Ee-Peng Lim VLM 212 2 0 28 Feb 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Yuwen Liu Tianhao Liao Haohao Luo Ying Shen LRM LLMAG 293 141 0 28 Feb 2024
Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models Haoran Liao Jidong Tian Shaohua Hu Hao He Yaohui Jin ReLM LRM 138 1 0 24 Feb 2024
Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images Zefeng Wang Zhen Han Shuo Chen Fan Xue Zifeng Ding Xun Xiao Volker Tresp Juil Sock Jindong Gu LRM 222 24 0 22 Feb 2024
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition Zhaorun Chen Zhuokai Zhao Zhihong Zhu Ruiqi Zhang Xiang Li Bhiksha Raj Huaxiu Yao LRM 152 36 0 18 Feb 2024
Using Left and Right Brains Together: Towards Vision and Language Planning Jun Cen Chenfei Wu Xiao Liu Sheng-Siang Yin Yixuan Pei Jinglong Yang Qifeng Chen Nan Duan Jianguo Zhang 202 9 0 16 Feb 2024
Can We Verify Step by Step for Incorrect Answer Detection? Xin Xu Boyao Wang Can Yang Yang Wang LRM 577 16 0 16 Feb 2024
Efficient Prompt Optimization Through the Lens of Best Arm Identification Chengshuai Shi Kun Yang Zihan Chen Jundong Li Jing Yang Cong Shen 213 20 0 15 Feb 2024
Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering Jiaxiang Liu Tong Zhou Yubo Chen Kang Liu Jun Zhao KELM 282 3 0 15 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 647 721 0 09 Feb 2024
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity Kaiqu Liang Zixu Zhang J. F. Fisac LLMAG 422 20 0 09 Feb 2024
The Essential Role of Causality in Foundation World Models for Embodied AI Tarun Gupta Wenbo Gong Chao Ma Nick Pawlowski Agrin Hilmkil ... Jianfeng Gao Stefan Bauer Danica Kragic Bernhard Schölkopf Cheng Zhang 219 27 0 06 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 153 11 0 06 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Vasu Sharma 352 616 0 05 Feb 2024
InferCept: Efficient Intercept Support for Augmented Large Language Model Inference Reyna Abhyankar Zijian He Vikranth Srivatsa Hao Zhang Yiying Zhang RALM 205 22 0 02 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Qingfeng Lan Zelong Li 157 6 0 01 Feb 2024
Fast Exact Unlearning for In-Context Learning Data for LLMs Andrei Muresanu Anvith Thudi Michael R. Zhang Nicolas Papernot MU 203 20 0 01 Feb 2024
TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance Haorui Wang Rongzhi Zhang Yinghao Li Lingkai Kong Yuchen Zhuang Xiusi Chen Chao Zhang LRM 193 7 0 24 Jan 2024
Prompt Design and Engineering: Introduction and Advanced Methods Xavier Amatriain LLMAG AI4CE 263 95 0 24 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey an Luo Xin Xu Yue Liu Panupong Pasupat Mehran Kazemi RALM 550 78 0 21 Jan 2024
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 217 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 156 48 0 18 Jan 2024