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
Global Prompt Cell: A Portable Control Module for Effective Prompt Tuning Chi-Liang Liu Hao Wang Nuwa Xi Sendong Zhao Bing Qin VLM 31 1 0 12 Apr 2023
Prompt Learning for News Recommendation Zizhuo Zhang Bang-wei Wang AI4TS 28 60 0 11 Apr 2023
FashionSAP: Symbols and Attributes Prompt for Fine-grained Fashion Vision-Language Pre-training Yunpeng Han Lisai Zhang Qingcai Chen Zhijian Chen Zhonghua Li Jianxin Yang Bo Zhao AI4TS VLM 34 11 0 11 Apr 2023
ImageCaptioner $^2$ : Image Captioner for Image Captioning Bias Amplification Assessment Eslam Mohamed Bakr Pengzhan Sun Erran L. Li Mohamed Elhoseiny 27 6 0 10 Apr 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 60 24 0 10 Apr 2023
Interaction-Aware Prompting for Zero-Shot Spatio-Temporal Action Detection Wei-Jhe Huang Jheng-Hsien Yeh Min-Hung Chen Gueter Josmy Faure S. Lai 49 3 0 10 Apr 2023
Similarity-Aware Multimodal Prompt Learning for Fake News Detection Ye Jiang Xiaomin Yu Yimin Wang Xiaoman Xu Xingyi Song Diana Maynard 34 20 0 09 Apr 2023
Revisiting Automated Prompting: Are We Actually Doing Better? Yulin Zhou Yiren Zhao Ilia Shumailov Robert D. Mullins Y. Gal 29 8 0 07 Apr 2023
Does Prompt-Tuning Language Model Ensure Privacy? Shangyu Xie Wei Dai Esha Ghosh Sambuddha Roy Dan Schwartz Kim Laine SILM 58 4 0 07 Apr 2023
Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting Syed Talal Wasim Muzammal Naseer Salman Khan Fahad Shahbaz Khan M. Shah VLM VPVLM 41 75 0 06 Apr 2023
Approach Intelligent Writing Assistants Usability with Seven Stages of Action Avinash Bhat Disha Shrivastava Jin L. C. Guo 20 2 0 06 Apr 2023
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers James Prather B. Reeves Paul Denny Brett A. Becker Juho Leinonen Andrew Luxton-Reilly Garrett B. Powell James Finnie-Ansley E. Santos 45 132 0 05 Apr 2023
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models Aditi Mishra Utkarsh Soni Anjana Arunkumar Jinbin Huang Bum Chul Kwon Chris Bryan LRM 33 33 0 04 Apr 2023
Learning to Name Classes for Vision and Language Models Sarah Parisot Yongxin Yang Jingyu Sun VLM 22 10 0 04 Apr 2023
Unsupervised Brain Tumor Segmentation with Image-based Prompts Xinru Zhang N. Ou Chenghao Liu Z. Zhuo Yao Liu Chuyang Ye VLM 27 2 0 04 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 62 499 0 03 Apr 2023
Querying Large Language Models with SQL Mohammed Saeed Nicola De Cao Paolo Papotti 27 29 0 02 Apr 2023
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT$ Chun Xia Lingming Zhang KELM LRM 44 154 0 01 Apr 2023
Evaluating Large Language Models on a Highly-specialized Topic, Radiation Oncology Physics J. Holmes Zheng Liu Lian-Cheng Zhang Yuzhen Ding Terence T. Sio ... Jonathan B. Ashman Xiang Li Tianming Liu Jiajian Shen Wen Liu LM&MA AI4CE ELM 35 121 0 01 Apr 2023
Evaluating GPT-4 and ChatGPT on Japanese Medical Licensing Examinations Jungo Kasai Y. Kasai Keisuke Sakaguchi Yutaro Yamada Dragomir R. Radev LM&MA ELM 34 103 0 31 Mar 2023
Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models Wen Wang Yan Jiang K. Xie Zide Liu Hao Chen Yue Cao Xinlong Wang Chunhua Shen DiffM VGen 36 112 0 30 Mar 2023
Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models Sifan Long Zhen Zhao Junkun Yuan Zichang Tan Jiangjiang Liu Luping Zhou Sheng-sheng Wang Jingdong Wang VLM 36 2 0 30 Mar 2023
On Codex Prompt Engineering for OCL Generation: An Empirical Study Seif Abukhalaf Mohammad Hamdaqa Foutse Khomh 36 23 0 28 Mar 2023
Learning Federated Visual Prompt in Null Space for MRI Reconstruction Chun-Mei Feng Bangjun Li Xinxing Xu Yong Liu Huazhu Fu W. Zuo FedML 37 42 0 28 Mar 2023
Synthetically generated text for supervised text analysis Andrew Halterman DeLMO 32 6 0 28 Mar 2023
ChatGPT4PCG Competition: Character-like Level Generation for Science Birds Pittawat Taveekitworachai Febri Abdullah Mury F. Dewantoro R. Thawonmas Julian Togelius Jochen Renz 31 17 0 28 Mar 2023
Learning Expressive Prompting With Residuals for Vision Transformers Rajshekhar Das Yonatan Dukler Avinash Ravichandran A. Swaminathan VLM VPVLM 40 21 0 27 Mar 2023
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm Yichen Xie Han Lu Junchi Yan Xiaokang Yang Masayoshi Tomizuka Wei Zhan 48 30 0 25 Mar 2023
PromptORE -- A Novel Approach Towards Fully Unsupervised Relation Extraction Pierre-Yves Genest Pierre-Edouard Portier Elöd Egyed-Zsigmond L. Goix LRM 27 12 0 24 Mar 2023
Remind of the Past: Incremental Learning with Analogical Prompts Zhiheng Ma Xiaopeng Hong Beinan Liu Yabin Wang Pinyue Guo Huiyun Li CLL 44 1 0 24 Mar 2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not Aneeshan Sain A. Bhunia Pinaki Nath Chowdhury Subhadeep Koley Tao Xiang Yi-Zhe Song VLM 39 78 0 23 Mar 2023
Visual-Language Prompt Tuning with Knowledge-guided Context Optimization Hantao Yao Rui Zhang Changsheng Xu VLM VPVLM 130 204 0 23 Mar 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 Huazhu Fu Qinghua Hu Bing Wu LLMAG LRM 35 36 0 23 Mar 2023
SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization Yu-Neng Chuang Ruixiang Tang Xiaoqian Jiang Xia Hu LM&MA 40 19 0 23 Mar 2023
GesGPT: Speech Gesture Synthesis With Text Parsing from ChatGPT Nan Gao Zeyu Zhao Zhi Zeng Shuwu Zhang Dongdong Weng Yihua Bao 50 8 0 23 Mar 2023
Exploring the Benefits of Visual Prompting in Differential Privacy Yizhe Li Yu-Lin Tsai Xuebin Ren Chia-Mu Yu Pin-Yu Chen AAML VPVLM 24 18 0 22 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 42 128 0 21 Mar 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 41 51 0 20 Mar 2023
Multimodal Shannon Game with Images Vilém Zouhar Sunit Bhattacharya Ondrej Bojar 25 1 0 20 Mar 2023
Evaluating Language Models for Knowledge Base Completion Blerta Veseli Sneha Singhania Simon Razniewski Gerhard Weikum ALM 27 18 0 20 Mar 2023
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 Zheng-Long Liu Yue Huang Xiao-Xing Yu Lu Zhang Zihao Wu ... Dinggang Shen Quanzheng Li Tianming Liu Dajiang Zhu Xiang Li LM&MA MedIm 46 172 0 20 Mar 2023
Explicit Visual Prompting for Low-Level Structure Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 26 118 0 20 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Chenyu You 36 83 0 20 Mar 2023
Visual Prompt Multi-Modal Tracking Jiawen Zhu Simiao Lai Xin Chen D. Wang Huchuan Lu VLM 43 154 0 20 Mar 2023
Blind Multimodal Quality Assessment of Low-light Images Miaohui Wang Zhuowei Xu Mai Xu Weisi Lin 41 2 0 18 Mar 2023
Data-centric Artificial Intelligence: A Survey Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Xia Hu 39 193 0 17 Mar 2023
LION: Implicit Vision Prompt Tuning Haixin Wang Jianlong Chang Xiao Luo Jinan Sun Zhouchen Lin Qi Tian VLM MLLM VPVLM 38 23 0 17 Mar 2023
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction Senqiao Yang Jiarui Wu Jiaming Liu Xiaoqi Li Qizhe Zhang Mingjie Pan Yulu Gan Zehui Chen Shanghang Zhang MDE VLM 45 19 0 17 Mar 2023
Can Generative Pre-trained Transformers (GPT) Pass Assessments in Higher Education Programming Courses? Jaromír Šavelka Arav Agarwal Chris Bogart Yifan Song M. Sakr ELM 39 97 0 16 Mar 2023
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models Xinyang Liu Dongsheng Wang Bowei Fang Miaoge Li Zhibin Duan Yishi Xu Bo Chen Mingyuan Zhou VLM VPVLM 39 5 0 16 Mar 2023