Automatic Chain of Thought Prompting in Large Language Models

7 October 2022

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

50 / 397 papers shown

Title
Universal Information Extraction with Meta-Pretrained Self-Retrieval Yu Bowen Mengcheng Fang Tingwen Liu Haiyang Yu Zhongkai Hu Fei Huang Yongbin Li Bin Wang RALM SSL 25 7 0 18 Jun 2023
Rewriting the Script: Adapting Text Instructions for Voice Interaction Alyssa Hwang Natasha Oza Chris Callison-Burch Andrew Head 13 12 0 16 Jun 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 29 29 0 16 Jun 2023
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering Rabiul Awal Le Zhang Aishwarya Agrawal LRM 38 12 0 16 Jun 2023
Knowledge-Prompted Estimator: A Novel Approach to Explainable Machine Translation Assessment Hao-Yu Yang Min Zhang Shimin Tao Minghan Wang Daimeng Wei Yanfei Jiang LRM 11 10 0 13 Jun 2023
Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective Jiatong Li Yunqing Liu Wenqi Fan Xiao Wei Hui Liu Jiliang Tang Qing Li 15 79 0 11 Jun 2023
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting J. Wang Qiushi Sun Xiang Li Ming Gao ReLM LRM 11 64 0 10 Jun 2023
Aladdin: Zero-Shot Hallucination of Stylized 3D Assets from Abstract Scene Descriptions Ian Huang Vrishab Krishna Omoruyi E. Atekha Leonidas J. Guibas DiffM VGen 10 7 0 09 Jun 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 17 121 0 06 Jun 2023
Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models Fobo Shi Peijun Qing D. Yang Nan Wang Youbo Lei H. Lu Xiaodong Lin Duantengchuan Li VLM ReLM LLMAG LRM 21 11 0 06 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 11 32 0 05 Jun 2023
Chain-Of-Thought Prompting Under Streaming Batch: A Case Study Yuxin Tang LRM 25 2 0 01 Jun 2023
What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization Yufeng Zhang Fengzhuo Zhang Zhuoran Yang Zhaoran Wang BDL 30 62 0 30 May 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 25 390 0 30 May 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 16 125 0 30 May 2023
Code Prompting: a Neural Symbolic Method for Complex Reasoning in Large Language Models Y. Hu Haotong Yang Zhouchen Lin Muhan Zhang ReLM LRM 6 15 0 29 May 2023
Learning a Structural Causal Model for Intuition Reasoning in Conversation Hang Chen Bingyu Liao Jing Luo Wenjing Zhu Xinyu Yang LRM 25 12 0 28 May 2023
Evaluating GPT-3 Generated Explanations for Hateful Content Moderation H. Wang Ming Shan Hee Rabiul Awal K. T. W. Choo Roy Ka-Wei Lee 14 41 0 28 May 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective Guhao Feng Bohang Zhang Yuntian Gu Haotian Ye Di He Liwei Wang LRM 21 210 0 24 May 2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations Wei-Lin Chen Cheng-Kuang Wu Yun-Nung Chen Hsin-Hsi Chen 8 27 0 24 May 2023
Universal Self-Adaptive Prompting Xingchen Wan Ruoxi Sun Hootan Nakhost H. Dai Julian Martin Eisenschlos Sercan Ö. Arik Tomas Pfister LRM 28 9 0 24 May 2023
Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners Xiaojuan Tang Zilong Zheng Jiaqi Li Fanxu Meng Song-Chun Zhu Yitao Liang Muhan Zhang ReLM LRM 8 52 0 24 May 2023
Exploring Diverse In-Context Configurations for Image Captioning Xu Yang Yongliang Wu Mingzhuo Yang Haokun Chen Xin Geng MLLM 8 51 0 24 May 2023
SciFix: Outperforming GPT3 on Scientific Factual Error Correction D. Ashok Atharva Kulkarni Hai Pham Barnabás Póczos 11 1 0 24 May 2023
VIP5: Towards Multimodal Foundation Models for Recommendation Shijie Geng Juntao Tan Shuchang Liu Zuohui Fu Yongfeng Zhang 13 69 0 23 May 2023
Query Rewriting for Retrieval-Augmented Large Language Models Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan KELM LRM 24 99 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 22 92 0 23 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan Ö. Arik Tomas Pfister ReLM OffRL LRM 8 48 0 23 May 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning Seungone Kim Se June Joo Doyoung Kim Joel Jang Seonghyeon Ye Jamin Shin Minjoon Seo ALM RALM LRM 13 55 0 23 May 2023
Improving Language Models via Plug-and-Play Retrieval Feedback W. Yu Zhihan Zhang Zhenwen Liang Meng-Long Jiang Ashish Sabharwal KELM LRM 17 71 0 23 May 2023
Make a Choice! Knowledge Base Question Answering with In-Context Learning Chuanyuan Tan Yuehe Chen Wenbiao Shao Wenliang Chen 21 13 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
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Yiming Wang Zhuosheng Zhang Rui Wang 16 78 0 22 May 2023
Enhance Reasoning Ability of Visual-Language Models via Large Language Models Yueting Yang Xintong Zhang Wenjuan Han VLM ReLM LRM 17 1 0 22 May 2023
Iterative Forward Tuning Boosts In-Context Learning in Language Models Jiaxi Yang Binyuan Hui Min Yang Bailin Wang Bowen Li Binhua Li Fei Huang Yongbin Li 21 15 0 22 May 2023
GPT-3.5, GPT-4, or BARD? Evaluating LLMs Reasoning Ability in Zero-Shot Setting and Performance Boosting Through Prompts Jessica Nayeli López Espejel E. Ettifouri Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane ELM LRM 15 84 0 21 May 2023
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models Lin Li Jun Xiao Guikun Chen Jian Shao Yueting Zhuang Long Chen VLM 22 25 0 21 May 2023
Evaluating Open-QA Evaluation Cunxiang Wang Sirui Cheng Qipeng Guo Yuanhao Yue Bowen Ding Zhikun Xu Yidong Wang Xiangkun Hu Zheng Zhang Yue Zhang ELM 21 12 0 21 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 24 54 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
Reasoning Implicit Sentiment with Chain-of-Thought Prompting Hao Fei Bobo Li Qian Liu Lidong Bing Fei Li Tat-Seng Chua ReLM LRM 19 97 0 18 May 2023
Large Language Models can be Guided to Evade AI-Generated Text Detection Ning Lu Shengcai Liu Ruidan He Qi Wang Yew-Soon Ong Ke Tang SILM 20 42 0 18 May 2023
Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries Jiageng Wu X. Wu Zhaopeng Qiu Minghui Li Yingying Zhang Yefeng Zheng Changzheng Yuan Jie Yang LM&MA ELM AI4MH 17 16 0 17 May 2023
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling Weijia Xu Andrzej Banburski-Fahey Nebojsa Jojic ReLM LRM 14 32 0 17 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Fei Wu Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 32 134 0 15 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 9 32 0 09 May 2023
Improving Cross-Task Generalization with Step-by-Step Instructions Yang Wu Yanyan Zhao Zhongyang Li Bing Qin Kai Xiong LRM ALM 11 9 0 08 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-Wei Lee Ee-Peng Lim ReLM LRM 17 308 0 06 May 2023
T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering Lei Wang Yilang Hu Jiabang He Xingdong Xu Ning Liu Hui-juan Liu Hengtao Shen LRM MLLM 13 41 0 05 May 2023
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects Kehui Tan Tianqi Pang Chenyou Fan Song Yu 19 13 0 05 May 2023