Active Prompting with Chain-of-Thought for Large Language Models

23 February 2023

Shizhe Diao

Pengcheng Wang

Yong Lin

Tong Zhang

Papers citing "Active Prompting with Chain-of-Thought for Large Language Models"

41 / 91 papers shown

Title
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models António Farinhas José G. C. de Souza André F. T. Martins 11 8 0 17 Oct 2023
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models Shaokun Zhang Xiaobo Xia Zhaoqing Wang Ling-Hao Chen Jiale Liu Qingyun Wu Tongliang Liu 18 13 0 16 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 11 15 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 35 1 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 26 1 0 10 Oct 2023
Revisiting Large Language Models as Zero-shot Relation Extractors Guozheng Li Peng Wang Wenjun Ke KELM LRM ReLM 36 25 0 08 Oct 2023
Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries Noel Ngu Nathaniel Lee Paulo Shakarian 8 4 0 22 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 11 15 0 18 Aug 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 11 15 0 17 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 24 9 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 14 72 0 15 Aug 2023
CohortGPT: An Enhanced GPT for Participant Recruitment in Clinical Study Zihan Guan Zihao Wu Zheng Liu Dufan Wu Hui Ren Quanzheng Li Xiang Li Ninghao Liu LM&MA 17 19 0 21 Jul 2023
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery Xin Zhang Liangxiu Han SSL 8 1 0 27 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 24 8 0 25 Jun 2023
TART: A plug-and-play Transformer module for task-agnostic reasoning Kush S. Bhatia A. Narayan Chris De Sa Christopher Ré LRM ReLM VLM 13 14 0 13 Jun 2023
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence John J. Nay David Karamardian Sarah Lawsky Wenting Tao Meghana Moorthy Bhat Raghav Jain Aaron Travis Lee Jonathan H. Choi Jungo Kasai ELM AILaw 8 56 0 12 Jun 2023
Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis James R. Kirk R. Wray Peter Lindes John E. Laird LLMAG 15 3 0 11 Jun 2023
Chain-Of-Thought Prompting Under Streaming Batch: A Case Study Yuxin Tang LRM 17 2 0 01 Jun 2023
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate Tian Liang Zhiwei He Wenxiang Jiao Xing Wang Rui Wang Yujiu Yang Zhaopeng Tu Shuming Shi LLMAG LRM 12 390 0 30 May 2023
Active Learning Principles for In-Context Learning with Large Language Models Katerina Margatina Timo Schick Nikolaos Aletras Jane Dwivedi-Yu 10 39 0 23 May 2023
DetGPT: Detect What You Need via Reasoning Renjie Pi Jiahui Gao Shizhe Diao Rui Pan Hanze Dong ... Lewei Yao Jianhua Han Hang Xu Lingpeng Kong Tong Zhang Tong Zhang LRM LM&Ro 14 87 0 23 May 2023
OlaGPT: Empowering LLMs With Human-like Problem-Solving Abilities Yuanzhen Xie Tao Xie Mingxiong Lin Wen-Ke Wei Chenglin Li Beibei Kong Lei Chen Chengxiang Zhuo Bo Hu Zang Li RALM LLMAG LRM 17 6 0 23 May 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation Zhenwen Liang W. Yu Tanmay Rajpurohit Peter Clark Xiangliang Zhang Ashwin Kaylan 15 37 0 22 May 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs Hongru Wang Rui Wang Fei Mi Yang Deng Zezhong Wang Bin Liang Ruifeng Xu Kam-Fai Wong LRM 14 30 0 19 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 20 350 0 19 May 2023
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought Tianci Xue Ziqi Wang Zhenhailong Wang Chi Han Pengfei Yu Heng Ji KELM LRM 23 31 0 19 May 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 20 19 0 23 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 9 100 0 19 Apr 2023
Fairness-guided Few-shot Prompting for Large Language Models Huan Ma Changqing Zhang Yatao Bian Lemao Liu Zhirui Zhang P. Zhao Shu Zhen Zhang H. Fu Qinghua Hu Bing Wu LLMAG LRM 14 35 0 23 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 11 12 0 17 Feb 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 237 840 0 05 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 152 298 0 03 Oct 2022
Compositional Semantic Parsing with Large Language Models Andrew Drozdov Nathanael Scharli Ekin Akyuurek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou ReLM LRM 187 91 0 29 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 240 52 0 27 Jan 2022
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 238 54 0 06 Dec 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 242 460 0 06 Jan 2021
WARP: Word-level Adversarial ReProgramming Karen Hambardzumyan Hrant Khachatrian Jonathan May AAML 243 340 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020