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Complexity-Based Prompting for Multi-Step Reasoning

3 October 2022

Papers citing "Complexity-Based Prompting for Multi-Step Reasoning"

27 / 327 papers shown

Title
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 120 21 0 23 Apr 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness Archiki Prasad Swarnadeep Saha Xiang Zhou Joey Tianyi Zhou LRM 122 50 0 21 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 123 106 0 19 Apr 2023
Boosted Prompt Ensembles for Large Language Models Silviu Pitis Michael Ruogu Zhang Andrew Wang Jimmy Ba LRM LLMAG 81 43 0 12 Apr 2023
Understanding Causality with Large Language Models: Feasibility and Opportunities Cheng Zhang Stefan Bauer Paul N. Bennett Jian-chuan Gao Wenbo Gong ... Joel Jennings Chao Ma Tom Minka Nick Pawlowski James Vaughan LRM ELM 136 61 0 11 Apr 2023
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society Ge Li Hasan Hammoud Hani Itani Dmitrii Khizbullin Guohao Li SyDa ALM 212 521 0 31 Mar 2023
Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering Yan Hu Iqra Ameer Jingcheng Du Xueqing Peng Vipina Kuttichi Keloth ... Zehan Li Xiaoqian Jiang Yiming Li Jianfu Li Hua Xu LM&MA 82 200 0 29 Mar 2023
OpenICL: An Open-Source Framework for In-context Learning Zhenyu Wu Yaoxiang Wang Jiacheng Ye Jiangtao Feng Jingjing Xu Yu Qiao Zhiyong Wu 75 53 0 06 Mar 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models Jiaan Wang Yunlong Liang Fandong Meng Beiqi Zou Zhixu Li Jianfeng Qu Jie Zhou ELM 139 31 0 28 Feb 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 125 138 0 24 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 137 133 0 23 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 221 16 0 17 Feb 2023
Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting Xi Ye Greg Durrett LRM ReLM 61 12 0 09 Feb 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? Chengwei Qin Aston Zhang Zhuosheng Zhang Jiaao Chen Michihiro Yasunaga Diyi Yang LM&MA AI4MH LRM ELM 176 708 0 08 Feb 2023
Structure-informed Language Models Are Protein Designers Zaixiang Zheng Yifan Deng Dongyu Xue Yi Zhou YE Fei Quanquan Gu 126 104 0 03 Feb 2023
Multimodal Chain-of-Thought Reasoning in Language Models Zhuosheng Zhang Aston Zhang Mu Li Hai Zhao George Karypis Alexander J. Smola LRM 172 466 0 02 Feb 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen ReLM LRM 107 70 0 01 Feb 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 143 162 0 31 Jan 2023
Unifying Molecular and Textual Representations via Multi-task Language Modelling Dimitrios Christofidellis Giorgio Giannone Jannis Born Ole Winther Teodoro Laino Matteo Manica AI4CE 118 89 0 29 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 143 300 0 17 Jan 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 167 547 0 31 Dec 2022
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 135 150 0 20 Dec 2022
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 219 645 0 20 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 234 327 0 19 Dec 2022
Large Language Models are Better Reasoners with Self-Verification Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Shengping Liu Bin Sun Kang Liu Jun Zhao ReLM LRM 108 227 0 19 Dec 2022
ALERT: Adapting Language Models to Reasoning Tasks Ping Yu Tianlu Wang O. Yu. Golovneva Badr AlKhamissi Siddharth Verma Zhijing Jin Gargi Ghosh Mona T. Diab Asli Celikyilmaz ReLM LRM 90 19 0 16 Dec 2022
Diverse Demonstrations Improve In-context Compositional Generalization Itay Levy Ben Bogin Jonathan Berant 113 146 0 13 Dec 2022