A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

5 February 2024

Vinija Jain

Papers citing "A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications"

25 / 125 papers shown

Title
LLM-based speaker diarization correction: A generalizable approach Georgios Efstathiadis Vijay Yadav Anzar Abbas 29 3 0 07 Jun 2024
PaCE: Parsimonious Concept Engineering for Large Language Models Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan D. Thaker Aditya Chattopadhyay Chris Callison-Burch René Vidal CVBM 27 7 0 06 Jun 2024
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification Shiqi Liu Sannyuya Liu Lele Sha Zijie Zeng D. Gašević Zhi Liu 44 0 0 03 Jun 2024
On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models Mudit Verma Siddhant Bhambri Subbarao Kambhampati ReLM LRM 30 7 0 22 May 2024
Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systems Danial Ebrat Luis Rueda Luis Rueda 37 1 0 22 May 2024
Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models Abdurahmman Alzahrani Eyad Babkier Faisal Yanbaawi Firas Yanbaawi Hassan Alhuzali 33 0 0 21 May 2024
DoLLM: How Large Language Models Understanding Network Flow Data to Detect Carpet Bombing DDoS Qingyang Li Yihang Zhang Zhidong Jia Yannan Hu Lei Zhang Jianrong Zhang Yongming Xu Yong Cui Zongming Guo Xinggong Zhang AI4CE 21 6 0 13 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 36 0 06 May 2024
GPT for Games: A Scoping Review (2020-2023) Daijin Yang Erica Kleinman Casper Harteveld AI4TS AI4CE 24 9 0 27 Apr 2024
Enhancing Robot Explanation Capabilities through Vision-Language Models: a Preliminary Study by Interpreting Visual Inputs for Improved Human-Robot Interaction David Sobrín-Hidalgo Miguel Ángel González Santamarta Ángel Manuel Guerrero Higueras Francisco J. Rodríguez-Lera Vicente Matellán Olivera 37 3 0 15 Apr 2024
PROMPT-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression Muhammad Asif Ali Zhengping Li Shu Yang Keyuan Cheng Yang Cao Tianhao Huang Lijie Hu Lu Yu Di Wang VLM RALM 24 5 0 30 Mar 2024
ROXIE: Defining a Robotic eXplanation and Interpretability Engine Francisco J. Rodríguez-Lera Miguel Ángel González Santamarta Alejandro González-Cantón Laura Fernández-Becerra David Sobrín-Hidalgo Ángel Manuel Guerrero Higueras 20 0 0 25 Mar 2024
Large Language Models are Contrastive Reasoners Liang Yao ReLM ELM LRM 29 2 0 13 Mar 2024
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment Congzhi Zhang Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu CML AI4CE LRM 28 15 0 05 Mar 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 20 137 0 29 Dec 2023
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models W. Yu Hongming Zhang Xiaoman Pan Kaixin Ma Hongwei Wang Dong Yu KELM RALM LRM 51 101 0 15 Nov 2023
Contrastive Chain-of-Thought Prompting Yew Ken Chia Guizhen Chen Anh Tuan Luu Soujanya Poria Lidong Bing LRM AI4CE 37 14 0 15 Nov 2023
Integration of Large Language Models within Cognitive Architectures for Autonomous Robots Miguel Ángel González Santamarta Francisco J. Rodríguez-Lera Ángel Manuel Guerrero Higueras Vicente Matellán Olivera LLMAG LM&Ro 19 5 0 26 Sep 2023
Evaluating ChatGPT as a Recommender System: A Rigorous Approach Dario Di Palma Giovanni Maria Biancofiore V. W. Anelli F. Narducci T. D. Noia E. Sciascio ALM 30 27 0 07 Sep 2023
Large Language Models Understand and Can be Enhanced by Emotional Stimuli Cheng-rong Li Jindong Wang Yixuan Zhang Kaijie Zhu Wenxin Hou Jianxun Lian Fang Luo Qiang Yang Xingxu Xie LRM 53 69 0 14 Jul 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq R. Joty Soujanya Poria Lidong Bing HILM BDL LRM 77 85 0 22 May 2023
Text2Seg: Remote Sensing Image Semantic Segmentation via Text-Guided Visual Foundation Models Jielu Zhang Zhongliang Zhou Gengchen Mai Lan Mu Mengxuan Hu Sheng R. Li VLM 13 43 0 20 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 208 2,413 0 06 Oct 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