Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

28 July 2021

Graham Neubig

Papers citing "Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing"

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Title
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 248 425 0 09 Feb 2024
GPT-4 Generated Narratives of Life Events using a Structured Narrative Prompt: A Validation Study Christopher J. Lynch Erik J. Jensen Madison H. Munro Virginia Zamponi Joseph Martinez Kevin O'Brien Brandon Feldhaus Katherine Smith Ann Marie Reinhold Ross Gore 69 3 0 08 Feb 2024
In-Context Principle Learning from Mistakes Tianjun Zhang Aman Madaan Luyu Gao Steven Zheng Swaroop Mishra Yiming Yang Niket Tandon Uri Alon KELM ReLM 111 27 0 08 Feb 2024
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning Fudan Zheng Jindong Cao Weijiang Yu Zhiguang Chen Nong Xiao Yutong Lu VLM MedIm 55 20 0 06 Feb 2024
Progress and Opportunities of Foundation Models in Bioinformatics Qing Li Zhihang Hu Yixuan Wang Lei Li Yimin Fan Irwin King Le Song Yu Li AI4CE 85 18 0 06 Feb 2024
Identifying Reasons for Contraceptive Switching from Real-World Data Using Large Language Models Brenda Y. Miao C. Y. Williams Ebenezer Chinedu-Eneh T. Zack Emily Alsentzer A. Butte Irene Y. Chen 63 8 0 06 Feb 2024
ReviewFlow: Intelligent Scaffolding to Support Academic Peer Reviewing Lu Sun Aaron Chan Yun Seo Chang Steven P. Dow 123 17 0 05 Feb 2024
English Prompts are Better for NLI-based Zero-Shot Emotion Classification than Target-Language Prompts Patrick Bareiss Roman Klinger Jeremy Barnes 69 10 0 05 Feb 2024
LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System Yan Zhao Zhongyun Li Yushan Pan Jiaxing Wang Yihong Wang 108 2 0 05 Feb 2024
Automatic Combination of Sample Selection Strategies for Few-Shot Learning Branislav Pecher Ivan Srba Maria Bielikova Joaquin Vanschoren 95 2 0 05 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 105 0 0 05 Feb 2024
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications Pranab Sahoo Ayush Kumar Singh Sriparna Saha Vinija Jain S. Mondal Aman Chadha 176 341 0 05 Feb 2024
LLM-Enhanced Data Management Xuanhe Zhou Xinyang Zhao Guoliang Li 63 10 0 04 Feb 2024
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection Removal Tao Wang Wanglong Lu Kaihao Zhang Wenhan Luo Tae-Kyun Kim Tong Lu Hongdong Li Ming-Hsuan Yang 82 6 0 04 Feb 2024
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques Qiheng Mao Zemin Liu Chenghao Liu Zhuo Li Jianling Sun 75 10 0 04 Feb 2024
NetLLM: Adapting Large Language Models for Networking Duo Wu Xianda Wang Yaqi Qiao Zhi Wang Junchen Jiang Shuguang Cui Fangxin Wang 96 49 0 04 Feb 2024
A Survey of Large Language Models in Finance (FinLLMs) Jean Lee Nicholas Stevens S. Han Minseok Song AIFin 93 70 0 04 Feb 2024
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT Anna Bodonhelyi Efe Bozkir Shuo Yang Enkelejda Kasneci Gjergji Kasneci ELM AI4MH 67 19 0 03 Feb 2024
Are Large Language Models Good Prompt Optimizers? Ruotian Ma Xiaolei Wang Xin Zhou Jian Li Nan Du Tao Gui Qi Zhang Xuanjing Huang LLMAG LRM 82 31 0 03 Feb 2024
Data Poisoning for In-context Learning Pengfei He Han Xu Yue Xing Hui Liu Makoto Yamada Jiliang Tang SILM AAML 100 13 0 03 Feb 2024
Leveraging Large Language Models for Structure Learning in Prompted Weak Supervision Jinyan Su Peilin Yu Jieyu Zhang Stephen H. Bach 66 2 0 02 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 54 1 0 02 Feb 2024
Few-Shot Learning on Graphs: from Meta-learning to Pre-training and Prompting Xingtong Yu Yuan Fang Zemin Liu Yuxia Wu Zhihao Wen Jianyuan Bo Xinming Zhang Steven C. H. Hoi VLM 74 5 0 02 Feb 2024
Executable Code Actions Elicit Better LLM Agents Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li Hao Peng Heng Ji ELM LLMAG LM&Ro 137 167 0 01 Feb 2024
Actor Identification in Discourse: A Challenge for LLMs? Ana Barić Sean Papay Sebastian Padó 98 2 0 01 Feb 2024
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Wenyue Hua Yongfeng Zhang 64 6 0 01 Feb 2024
Uncertainty-Aware Explainable Recommendation with Large Language Models Yicui Peng Hao Chen C. Lin Guo Huang Jinrong Hu Hui Guo Bin Kong Shu Hu Xi Wu Xin Wang LRM 117 9 0 31 Jan 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 152 6 0 31 Jan 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 250 18 0 30 Jan 2024
Context-Former: Stitching via Latent Conditioned Sequence Modeling Ziqi Zhang Jingzehua Xu Jinxin Liu Zifeng Zhuang Donglin Wang Miao Liu Shuai Zhang OffRL 104 4 0 29 Jan 2024
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness Samaneh Shafee A. Bessani Pedro M. Ferreira 57 22 0 26 Jan 2024
Towards Lifelong Scene Graph Generation with Knowledge-ware In-context Prompt Learning Tao He Tongtong Wu Dongyang Zhang Guiduo Duan Ke Qin Yuan-Fang Li CLL 101 1 0 26 Jan 2024
Evaluating GPT-3.5's Awareness and Summarization Abilities for European Constitutional Texts with Shared Topics C. M. Greco Andrea Tagarelli AILaw ELM 66 0 0 25 Jan 2024
TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy Vibhav Agarwal Sourav Ghosh Harichandana Bss Himanshu Arora Barath Raj Kandur Raja 67 2 0 25 Jan 2024
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization Jaavid Aktar Husain Raj Dabre Aswanth Kumar Jay Gala Thanmay Jayakumar Ratish Puduppully Anoop Kunchukuttan 130 15 0 25 Jan 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Jingyao Wang Changwen Zheng Gang Hua Hui Xiong VLM 128 4 0 25 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 368 33 0 25 Jan 2024
How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability Ivan Deandres-Tame Ruben Tolosana R. Vera-Rodríguez Aythami Morales Julian Fierrez J. Ortega-Garcia CVBM 139 23 0 24 Jan 2024
A Big Data Architecture for Early Identification and Categorization of Dark Web Sites Javier Pastor-Galindo Hông-Ân Sandlin Félix Gómez Mármol Gérome Bovet Gregorio Martínez Pérez 42 9 0 24 Jan 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 157 22 0 23 Jan 2024
C2Ideas: Supporting Creative Interior Color Design Ideation with Large Language Model Yihan Hou Manling Yang Hao Cui Lei Wang Jie Xu Wei Zeng 3DV LRM 84 28 0 23 Jan 2024
Cheap Learning: Maximising Performance of Language Models for Social Data Science Using Minimal Data Leonardo Castro-Gonzalez Yi-Ling Chung Hannak Rose Kirk John Francis Angus R. Williams Pica Johansson Jonathan Bright 76 1 0 22 Jan 2024
VirtuWander: Enhancing Multi-modal Interaction for Virtual Tour Guidance through Large Language Models Zhan Wang Linping Yuan Liangwei Wang Bingchuan Jiang Wei Zeng 30 26 0 22 Jan 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 252 0 0 22 Jan 2024
A Framework to Implement 1+N Multi-task Fine-tuning Pattern in LLMs Using the CGC-LORA Algorithm Chao Song Zhihao Ye Qiqiang Lin Qiuying Peng Jun Wang 109 0 0 22 Jan 2024
Hierarchical Prompts for Rehearsal-free Continual Learning Yukun Zuo Hantao Yao Lu Yu Liansheng Zhuang Changsheng Xu CLL VLM 67 1 0 21 Jan 2024
Enhancing Recommendation Diversity by Re-ranking with Large Language Models Diego Carraro Derek Bridge LRM ALM 131 18 0 21 Jan 2024
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines David Oniani Xizhi Wu Shyam Visweswaran S. Kapoor Shravan Kooragayalu Katelyn Polanska Yanshan Wang LM&MA ELM AI4MH 54 12 0 20 Jan 2024
AAT: Adapting Audio Transformer for Various Acoustics Recognition Tasks Yun Liang Hai Lin Shaojian Qiu Yihang Zhang 35 1 0 19 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 142 73 0 18 Jan 2024