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
Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection Matteo Zecchin Sangwoo Park Osvaldo Simeone LM&MA 74 3 0 24 Sep 2024
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Xingyu Ma Xin Tian Lingxiang Wu Xuepeng Wang Xueming Tang Jinqiao Wang 46 0 0 24 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 44 35 0 23 Sep 2024
Parse Trees Guided LLM Prompt Compression Wenhao Mao Chengbin Hou Tianyu Zhang Xinyu Lin Ke Tang Hairong Lv 21 0 0 23 Sep 2024
Collaborative Human-AI Risk Annotation: Co-Annotating Online Incivility with CHAIRA J. Park Rahul Dev Ellezhuthil Pamela J. Wisniewski Vivek Singh 32 1 0 21 Sep 2024
Enhancing Robustness in Large Language Models: Prompting for Mitigating the Impact of Irrelevant Information Ming Jiang Tingting Huang Biao Guo Yao Lu Feng Zhang LRM 29 1 0 20 Aug 2024
Chinese Metaphor Recognition Using a Multi-stage Prompting Large Language Model Jie Wang Jin Wang Xuejie Zhang LRM 23 1 0 17 Aug 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 79 13 0 16 Aug 2024
Evaluating Research Quality with Large Language Models: An Analysis of ChatGPT's Effectiveness with Different Settings and Inputs Mike Thelwall LM&MA ALM 33 13 0 13 Aug 2024
Prompt Recursive Search: A Living Framework with Adaptive Growth in LLM Auto-Prompting Xiangyu Zhao Chengqian Ma 33 2 0 02 Aug 2024
Jailbreaking Text-to-Image Models with LLM-Based Agents Yingkai Dong Zheng Li Xiangtao Meng Ning Yu Shanqing Guo LLMAG 45 13 0 01 Aug 2024
Pyramid Coder: Hierarchical Code Generator for Compositional Visual Question Answering Ruoyue Shen Nakamasa Inoue Koichi Shinoda 26 1 0 30 Jul 2024
Collaborative Evolving Strategy for Automatic Data-Centric Development Xu Yang Haotian Chen Wenjun Feng Haoxue Wang Zeqi Ye Xinjie Shen Xiao Yang Shizhao Sun Weiqing Liu Jiang Bian 32 2 0 26 Jul 2024
Using Large Language Models for the Interpretation of Building Regulations Stefan Fuchs Michael Witbrock J. Dimyadi Robert Amor AI4CE AILaw 33 0 0 26 Jul 2024
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM Nianjun Zhou Dhaval Patel Shuxin Lin Fearghal O'Donncha 37 2 0 26 Jul 2024
Visual Prompt Selection for In-Context Learning Segmentation Wei Suo Lanqing Lai Mengyang Sun Hanwang Zhang Peng Wang Yanning Zhang VLM 52 3 0 14 Jul 2024
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy Zhenyu Guan Xiangyu Kong Fangwei Zhong Yizhou Wang 36 6 0 09 Jul 2024
RVISA: Reasoning and Verification for Implicit Sentiment Analysis Wenna Lai H. Xie Guandong Xu Qing Li LRM 34 1 0 02 Jul 2024
SADL: An Effective In-Context Learning Method for Compositional Visual QA Long Hoang Dang T. Le Vuong Le Tu Minh Phuong Truyen Tran ReLM CoGe 48 2 0 02 Jul 2024
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm Aakanksha Arash Ahmadian B. Ermiş Seraphina Goldfarb-Tarrant Julia Kreutzer Marzieh Fadaee Sara Hooker 40 28 0 26 Jun 2024
Visual Reasoning and Multi-Agent Approach in Multimodal Large Language Models (MLLMs): Solving TSP and mTSP Combinatorial Challenges Mohammed Elhenawy Ahmad Abutahoun Taqwa I. Alhadidi Ahmed Jaber Huthaifa I. Ashqar Shadi Jaradat Ahmed Abdelhay Sébastien Glaser A. Rakotonirainy LLMAG LRM 31 12 0 26 Jun 2024
BADGE: BADminton report Generation and Evaluation with LLM Shang-Hsuan Chiang Lin-Wei Chao Kuang-Da Wang Chih-Chuan Wang Wen-Chih Peng 52 2 0 26 Jun 2024
Large Language Models have Intrinsic Self-Correction Ability Dancheng Liu Amir Nassereldine Ziming Yang Chenhui Xu Yuting Hu Jiajie Li Utkarsh Kumar Changjae Lee Jinjun Xiong KELM ReLM LRM 36 10 0 21 Jun 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang Chancharik Mitra Assaf Arbelle Leonid Karlinsky Trevor Darrell Roei Herzig 41 12 0 21 Jun 2024
Human-AI collectives produce the most accurate differential diagnoses N. Zöller Julian Berger Irving Lin Nathan Fu Jayanth S Komarneni ... Benjamin Harack Eugene A. Chu V. Trianni Ralf H. J. M. Kurvers Stefan M. Herzog LM&MA 36 1 0 21 Jun 2024
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference Anton Xue Avishree Khare Rajeev Alur Surbhi Goel Eric Wong 55 2 0 21 Jun 2024
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Zhepei Wei Wei-Lin Chen Yu Meng RALM 69 14 0 19 Jun 2024
A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression Yufan Zhu Zi-Yu Khoo Jonathan Sze Choong Low Stephane Bressan AI4Ed 35 2 0 17 Jun 2024
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG Xueying Du Geng Zheng Kaixin Wang Jiayi Feng Wentai Deng Mingwei Liu Bihuan Chen Xin Peng Tao Ma Yiling Lou 33 30 0 17 Jun 2024
Demonstration Notebook: Finding the Most Suited In-Context Learning Example from Interactions Yiming Tang Bin Dong 36 0 0 16 Jun 2024
Efficient Prompting for LLM-based Generative Internet of Things Bin Xiao B. Kantarci Jiawen Kang Dusit Niyato Mohsen Guizani 35 16 0 14 Jun 2024
INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance Chenwei Lin Hanjia Lyu Xian Xu Jiebo Luo 32 1 0 13 Jun 2024
Eyeballing Combinatorial Problems: A Case Study of Using Multimodal Large Language Models to Solve Traveling Salesman Problems Mohammed Elhenawy Ahmed Abdelhay Taqwa I. Alhadidi Huthaifa I. Ashqar Shadi Jaradat Ahmed Jaber Sébastien Glaser A. Rakotonirainy 29 4 0 11 Jun 2024
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models Xi Li Yusen Zhang Renze Lou Chen Wu Jiaqi Wang LRM AAML 37 11 0 10 Jun 2024
Verbalized Probabilistic Graphical Modeling Hengguan Huang Xing Shen Songtao Wang Dianbo Liu Hao Wang Hao Wang Samir Bhatt 40 0 0 08 Jun 2024
Mixture-of-Agents Enhances Large Language Model Capabilities Junlin Wang Jue Wang Ben Athiwaratkun Ce Zhang James Zou LLMAG AIFin 41 99 0 07 Jun 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models Ling Yang Zhaochen Yu Tianjun Zhang Shiyi Cao Minkai Xu Wentao Zhang Joseph E. Gonzalez Bin Cui LLMAG LM&Ro LRM KELM 45 34 0 06 Jun 2024
RATT: A Thought Structure for Coherent and Correct LLM Reasoning Jinghan Zhang Xiting Wang Weijieying Ren Lu Jiang Dongjie Wang Kunpeng Liu LRM 36 8 0 04 Jun 2024
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs Zixuan Dong Baoyun Peng Yufei Wang Jia Fu Xiaodong Wang Yongxue Shan Xin Zhou 42 1 0 03 Jun 2024
Brainstorming Brings Power to Large Language Models of Knowledge Reasoning Zining Qin Chenhao Wang Huiling Qin Weijia Jia LRM 45 1 0 02 Jun 2024
Harnessing Business and Media Insights with Large Language Models Yujia Bao Ankit Parag Shah Neeru Narang Jonathan Rivers Rajeev Maksey ... Gyuhak Kim Dengpan Yin Don Hejna Mo Nomeli Wei Wei AIFin 46 2 0 02 Jun 2024
Self-Guiding Exploration for Combinatorial Problems Zangir Iklassov Yali Du Farkhad Akimov Martin Takáč LRM 32 2 0 28 May 2024
On the Noise Robustness of In-Context Learning for Text Generation Hongfu Gao Feipeng Zhang Wenyu Jiang Jun Shu Feng Zheng Hongxin Wei 58 3 0 27 May 2024
VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models Zejun Li Ruipu Luo Jiwen Zhang Minghui Qiu Zhongyu Wei Zhongyu Wei LRM MLLM 62 7 0 27 May 2024
SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design Generation S. A. Sheikholeslam Andre Ivanov 29 0 0 25 May 2024
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs Kaituo Feng Changsheng Li Xiaolu Zhang Jun Zhou Ye Yuan Guoren Wang LRM 42 1 0 25 May 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 38 18 0 24 May 2024
Large Language Models Can Self-Correct with Minimal Effort Zhenyu Wu Qingkai Zeng Zhihan Zhang Zhaoxuan Tan Chao Shen Meng Jiang KELM LRM ReLM 33 9 0 23 May 2024
Can LLMs Solve longer Math Word Problems Better? Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 70 10 0 23 May 2024
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models Qiji Zhou Ruochen Zhou Zike Hu Panzhong Lu Siyang Gao Yue Zhang LRM 43 13 0 22 May 2024