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
Improving Zero-Shot Generalization for CLIP with Synthesized Prompts Ziyi Wang Jian Liang Ran He Nana Xu Zilei Wang Tien-Ping Tan VLM 102 53 0 14 Jul 2023
Time for aCTIon: Automated Analysis of Cyber Threat Intelligence in the Wild G. Siracusano D. Sanvito Roberto González Manikantan Srinivasan Sivakaman Kamatchi Wataru Takahashi Masaru Kawakita Takahiro Kakumaru R. Bifulco 92 17 0 14 Jul 2023
Mitigating Bias in Conversations: A Hate Speech Classifier and Debiaser with Prompts Shaina Raza Chen Ding D. Pandya FaML 90 3 0 14 Jul 2023
Adapting an ASR Foundation Model for Spoken Language Assessment Rao Ma Mengjie Qian Mark Gales Kate Knill 63 14 0 13 Jul 2023
Assessing the Ability of ChatGPT to Screen Articles for Systematic Reviews Eugene Syriani István Dávid Gauransh Kumar 88 21 0 12 Jul 2023
SayPlan: Grounding Large Language Models using 3D Scene Graphs for Scalable Robot Task Planning Krishan Rana Jesse Haviland Sourav Garg Jad Abou-Chakra Ian Reid Niko Sünderhauf LM&Ro 106 239 0 12 Jul 2023
GujiBERT and GujiGPT: Construction of Intelligent Information Processing Foundation Language Models for Ancient Texts Dongbo Wang Chang Liu Zhixiao Zhao Si Shen Liu Liu ... Haotian Hu Mengcheng Wu Litao Lin Xue Zhao Xiyu Wang 57 10 0 11 Jul 2023
A Survey From Distributed Machine Learning to Distributed Deep Learning Mohammad Dehghani Zahra Yazdanparast 118 0 0 11 Jul 2023
Can I say, now machines can think? Nitisha Aggarwal G. Saxena Sanjeev Singh Amit Pundir LRM AI4CE 95 3 0 11 Jul 2023
Retrieval-augmented GPT-3.5-based Text-to-SQL Framework with Sample-aware Prompting and Dynamic Revision Chain Chunxi Guo Zhiliang Tian Jintao Tang Shasha Li Zhihua Wen Kaixuan Wang Ting Wang RALM 80 18 0 11 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi Ghulam Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 113 21 0 09 Jul 2023
Answering Ambiguous Questions via Iterative Prompting Weiwei Sun Hengyi Cai Hongshen Chen Fajie Yuan Zhumin Chen Maarten de Rijke Zhaochun Ren 86 11 0 08 Jul 2023
Unveiling the Potential of Knowledge-Prompted ChatGPT for Enhancing Drug Trafficking Detection on Social Media Chuanbo Hu Bin Liu Xin Li Yanfang Ye 35 4 0 07 Jul 2023
Frontier AI Regulation: Managing Emerging Risks to Public Safety Markus Anderljung Joslyn Barnhart Anton Korinek Jade Leung Cullen O'Keefe ... Jonas Schuett Yonadav Shavit Divya Siddarth Robert F. Trager Kevin J. Wolf SILM 154 125 0 06 Jul 2023
LOAF-M2L: Joint Learning of Wording and Formatting for Singable Melody-to-Lyric Generation Longshen Ou Xichu Ma Ye Wang 90 2 0 05 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 99 88 0 04 Jul 2023
Unified Conversational Models with System-Initiated Transitions between Chit-Chat and Task-Oriented Dialogues Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 57 7 0 04 Jul 2023
Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases Yingji Li Mengnan Du Xin Wang Ying Wang 98 30 0 04 Jul 2023
All in One: Multi-task Prompting for Graph Neural Networks Xiangguo Sun Hongtao Cheng Jia Li Bo Liu Jihong Guan LLMAG AI4CE 127 149 0 04 Jul 2023
CoPL: Contextual Prompt Learning for Vision-Language Understanding Koustava Goswami Srikrishna Karanam Prateksha Udhayanan J. JosephK. Balaji Vasan Srinivasan VLM 80 11 0 03 Jul 2023
Minimum Levels of Interpretability for Artificial Moral Agents Avish Vijayaraghavan C. Badea AI4CE 64 5 0 02 Jul 2023
Shared Growth of Graph Neural Networks via Prompted Free-direction Knowledge Distillation Kaituo Feng Yikun Miao Changsheng Li Ye Yuan Guoren Wang 121 0 0 02 Jul 2023
PM-DETR: Domain Adaptive Prompt Memory for Object Detection with Transformers Peidong Jia Jiaming Liu Senqiao Yang Jiarui Wu Xiaodong Xie Shanghang Zhang VLM 94 3 0 01 Jul 2023
Ticket-BERT: Labeling Incident Management Tickets with Language Models Zhexiong Liu Cris Benge Siduo Jiang VLM 57 4 0 30 Jun 2023
Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation Balamurali Murugesan Rukhshanda Hussain Rajarshi Bhattacharya Ismail Ben Ayed Jose Dolz VLM VPVLM 106 4 0 30 Jun 2023
Knowledge Base Completion for Long-Tail Entities Lihu Chen Simon Razniewski Gerhard Weikum KELM 75 6 0 30 Jun 2023
LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT Le Zhuo Ruibin Yuan Jiahao Pan Yi Ma Yizhi Li ... Chenghua Lin Emmanouil Benetos Wenhu Chen Wei Xue Yi-Ting Guo 109 18 0 29 Jun 2023
Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Yiwen Shi Ping Ren Jing Wang Biao Han Taha ValizadehAslani Felix Agbavor Yi Zhang Meng Hu Liang Zhao Hualou Liang 74 18 0 28 Jun 2023
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model Keyan Chen Chenyang Liu Hao Chen Haotian Zhang Wenyuan Li Zhengxia Zou Z. Shi VLM 118 221 0 28 Jun 2023
Is ChatGPT a Biomedical Expert? -- Exploring the Zero-Shot Performance of Current GPT Models in Biomedical Tasks Samy Ateia Udo Kruschwitz LM&MA AI4MH 63 5 0 28 Jun 2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution Eric N. D. Nguyen Michael Poli Marjan Faizi A. Thomas Callum Birch-Sykes ... Stefano Massaroli Yoshua Bengio Stefano Ermon S. Baccus Christopher Ré MedIm 100 262 0 27 Jun 2023
Differentially Private Video Activity Recognition Zelun Luo Yuliang Zou Yijin Yang Zane Durante De-An Huang Zhiding Yu Chaowei Xiao L. Fei-Fei Anima Anandkumar PICV 85 5 0 27 Jun 2023
Learning to Modulate pre-trained Models in RL Thomas Schmied M. Hofmarcher Fabian Paischer Razvan Pascanu Sepp Hochreiter CLL OffRL 105 18 0 26 Jun 2023
Composing Parameter-Efficient Modules with Arithmetic Operations Jinghan Zhang Shiqi Chen Junteng Liu Junxian He KELM MoMe 123 126 0 26 Jun 2023
Cross Architecture Distillation for Face Recognition Weisong Zhao Xiangyu Zhu Zhixiang He Xiaoyu Zhang Zhen Lei CVBM 92 6 0 26 Jun 2023
Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation Dongyuan Li Liangwei Yang Chen Wang Zhiwei Liu Hao Peng Chenyu You Philip S. Yu 59 22 0 26 Jun 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 104 45 0 26 Jun 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations Yilun Zhao Chen Zhao Linyong Nan Zhenting Qi Wenlin Zhang Xiangru Tang Boyu Mi Dragomir R. Radev AAML LMTD 98 40 0 25 Jun 2023
Language models are weak learners Hariharan Manikandan Yiding Jiang J Zico Kolter 87 19 0 25 Jun 2023
LLM-Assisted Content Analysis: Using Large Language Models to Support Deductive Coding Robert F. Chew John Bollenbacher Michael Wenger Jessica Speer Annice Kim ELM 58 74 0 23 Jun 2023
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation Shizhan Gong Yuan Zhong Wenao Ma Jinpeng Li Zhao Wang Jingyang Zhang Pheng-Ann Heng Qi Dou MedIm 51 80 0 23 Jun 2023
Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation Zihao Yue Anwen Hu Liang Zhang Qin Jin 101 2 0 23 Jun 2023
DiversiGATE: A Comprehensive Framework for Reliable Large Language Models Shima Imani Ali Beyram H. Shrivastava 40 1 0 22 Jun 2023
Identifying and Extracting Rare Disease Phenotypes with Large Language Models Cathy Shyr Yan Hu P. Harris Hua Xu LM&MA AI4MH 75 26 0 22 Jun 2023
Joint Prompt Optimization of Stacked LLMs using Variational Inference Alessandro Sordoni Xingdi Yuan Marc-Alexandre Côté Matheus Pereira Adam Trischler Ziang Xiao Arian Hosseini Friederike Niedtner Nicolas Le Roux 93 32 0 21 Jun 2023
Lingua Manga: A Generic Large Language Model Centric System for Data Curation Zui Chen Lei Cao Samuel Madden 85 8 0 20 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 116 93 0 20 Jun 2023
Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction Qian Li Shu Guo Cheng Ji Xutan Peng Shiyao Cui Jianxin Li 95 13 0 19 Jun 2023
Multilingual Few-Shot Learning via Language Model Retrieval Genta Indra Winata Liang-Kang Huang Soumya Vadlamannati Yash Chandarana RALM 56 2 0 19 Jun 2023
Cases of EFL Secondary Students' Prompt Engineering Pathways to Complete a Writing Task with ChatGPT David James Woo Kai Guo Hengky Susanto 103 4 0 19 Jun 2023