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

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

28 July 2021
Pengfei Liu
Weizhe Yuan
Jinlan Fu
Zhengbao Jiang
Hiroaki Hayashi
Graham Neubig
    VLMSyDa
ArXiv (abs)PDFHTML

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

50 / 1,829 papers shown
Title
Causal Intervention-based Prompt Debiasing for Event Argument Extraction
Causal Intervention-based Prompt Debiasing for Event Argument Extraction
Jiaju Lin
Jie Zhou
Qin Chen
52
4
0
04 Oct 2022
Robot Task Planning and Situation Handling in Open Worlds
Robot Task Planning and Situation Handling in Open Worlds
Yan Ding
Xiaohan Zhang
S. Amiri
Nieqing Cao
Hao Yang
Chad Esselink
Shiqi Zhang
LM&Ro
56
19
0
04 Oct 2022
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
Guangyi Chen
Weiran Yao
Xiangchen Song
Xinyue Li
Yongming Rao
Kun Zhang
VPVLMVLM
92
62
0
03 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning
Visual Prompt Tuning for Generative Transfer Learning
Kihyuk Sohn
Yuan Hao
José Lezama
Luisa F. Polanía
Huiwen Chang
Han Zhang
Irfan Essa
Lu Jiang
VPVLMVLM
161
89
0
03 Oct 2022
Hypothesis Engineering for Zero-Shot Hate Speech Detection
Hypothesis Engineering for Zero-Shot Hate Speech Detection
Janis Goldzycher
Gerold Schneider
67
9
0
03 Oct 2022
Towards a Unified View on Visual Parameter-Efficient Transfer Learning
Towards a Unified View on Visual Parameter-Efficient Transfer Learning
Bruce X. B. Yu
Jianlong Chang
Lin Liu
Qi Tian
Changan Chen
VPVLMVLM
115
36
0
03 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning
Complexity-Based Prompting for Multi-Step Reasoning
Yao Fu
Hao-Chun Peng
Ashish Sabharwal
Peter Clark
Tushar Khot
ReLMLRM
257
446
0
03 Oct 2022
Universal Prompt Tuning for Graph Neural Networks
Universal Prompt Tuning for Graph Neural Networks
Taoran Fang
Yunchao Zhang
Yang Yang
Chunping Wang
Lei Chen
122
59
0
30 Sep 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
Haoran Chen
Xintong Han
Zuxuan Wu
Yu-Gang Jiang
165
28
0
30 Sep 2022
What Makes Pre-trained Language Models Better Zero-shot Learners?
What Makes Pre-trained Language Models Better Zero-shot Learners?
Jinghui Lu
Dongsheng Zhu
Weidong Han
Rui Zhao
Brian Mac Namee
Fei Tan
101
24
0
30 Sep 2022
Generate-and-Retrieve: use your predictions to improve retrieval for
  semantic parsing
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing
Yury Zemlyanskiy
Michiel de Jong
Joshua Ainslie
Panupong Pasupat
Peter Shaw
Linlu Qiu
Sumit Sanghai
Fei Sha
RALM
193
20
0
29 Sep 2022
Repairing Bugs in Python Assignments Using Large Language Models
Repairing Bugs in Python Assignments Using Large Language Models
Jialu Zhang
J. Cambronero
Sumit Gulwani
Vu Le
R. Piskac
Gustavo Soares
Gust Verbruggen
KELM
77
56
0
29 Sep 2022
Bidirectional Language Models Are Also Few-shot Learners
Bidirectional Language Models Are Also Few-shot Learners
Ajay Patel
Bryan Li
Mohammad Sadegh Rasooli
Noah Constant
Colin Raffel
Chris Callison-Burch
LRM
140
47
0
29 Sep 2022
Best Prompts for Text-to-Image Models and How to Find Them
Best Prompts for Text-to-Image Models and How to Find Them
Nikita Pavlichenko
Dmitry Ustalov
DiffM
85
63
0
23 Sep 2022
MetaPrompting: Learning to Learn Better Prompts
MetaPrompting: Learning to Learn Better Prompts
Yutai Hou
Hongyuan Dong
Xinghao Wang
Bohan Li
Wanxiang Che
VLM
83
30
0
23 Sep 2022
Zero-shot Domain Adaptation for Neural Machine Translation with
  Retrieved Phrase-level Prompts
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts
Zewei Sun
Qingnan Jiang
Shujian Huang
Jun Cao
Shanbo Cheng
Mingxuan Wang
VLM
114
8
0
23 Sep 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language
  Models
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models
Ishika Singh
Valts Blukis
Arsalan Mousavian
Ankit Goyal
Danfei Xu
Jonathan Tremblay
Dieter Fox
Jesse Thomason
Animesh Garg
LM&RoLLMAG
181
659
0
22 Sep 2022
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question
  Generation
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation
Xingdi Yuan
Tong Wang
Yen-Hsiang Wang
Emery Fine
Rania Abdelghani
Pauline Lucas
Hélene Sauzéon
Pierre-Yves Oudeyer
94
30
0
22 Sep 2022
Fairness Reprogramming
Fairness Reprogramming
Guanhua Zhang
Yihua Zhang
Yang Zhang
Wenqi Fan
Qing Li
Sijia Liu
Shiyu Chang
AAML
213
40
0
21 Sep 2022
Towards Robust Referring Image Segmentation
Towards Robust Referring Image Segmentation
Jianzong Wu
Xiangtai Li
Xia Li
Henghui Ding
Yu Tong
Dacheng Tao
3DV
99
45
0
20 Sep 2022
A Few-shot Approach to Resume Information Extraction via Prompts
A Few-shot Approach to Resume Information Extraction via Prompts
Chengguang Gan
Tatsunori Mori
41
10
0
20 Sep 2022
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous
  Driving
Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving
Xiwen Liang
Yangxin Wu
Jianhua Han
Hang Xu
Chunjing Xu
Xiaodan Liang
106
37
0
19 Sep 2022
DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under
  Missing Data
DBT-DMAE: An Effective Multivariate Time Series Pre-Train Model under Missing Data
Kai Zhang
Qinmin Yang
Chong Li
AI4TS
21
0
0
16 Sep 2022
Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A
  Prompt-Based Uncertainty Propagation Approach
Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach
Yue Yu
Rongzhi Zhang
Ran Xu
Jieyu Zhang
Jiaming Shen
Chao Zhang
103
21
0
15 Sep 2022
Prompt-based Conservation Learning for Multi-hop Question Answering
Prompt-based Conservation Learning for Multi-hop Question Answering
Zhenyun Deng
Yonghua Zhu
Yang Chen
Qianqian Qi
Michael Witbrock
Patricia J. Riddle
RALMLRM
67
4
0
14 Sep 2022
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand
  Rare Biomedical Words
Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words
Hao Wang
Chi-Liang Liu
Nuwa Xi
Sendong Zhao
Meizhi Ju
Shiwei Zhang
Ziheng Zhang
Yefeng Zheng
Bing Qin
Ting Liu
VLMAAMLLM&MA
106
6
0
14 Sep 2022
PainPoints: A Framework for Language-based Detection of Chronic Pain and
  Expert-Collaborative Text-Summarization
PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization
S. Fadnavis
Amit Dhurandhar
R. Norel
Jenna M. Reinen
C. Agurto
E. Secchettin
V. Schweiger
Giovanni Perini
Guillermo Cecchi
51
1
0
14 Sep 2022
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation
  Identification Through a Prompt-based Few-shot Approach
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach
Sergio Burdisso
Juan Pablo Zuluaga
Esaú Villatoro-Tello
Martin Fajcik
Muskaan Singh
Pavel Smrz
P. Motlícek
82
3
0
08 Sep 2022
AI Illustrator: Translating Raw Descriptions into Images by Prompt-based
  Cross-Modal Generation
AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation
Yi Ma
Huan Yang
Bei Liu
Jianlong Fu
Jiaying Liu
DiffMMLLM
52
10
0
07 Sep 2022
Selective Annotation Makes Language Models Better Few-Shot Learners
Selective Annotation Makes Language Models Better Few-Shot Learners
Hongjin Su
Jungo Kasai
Chen Henry Wu
Weijia Shi
Tianlu Wang
...
Rui Zhang
Mari Ostendorf
Luke Zettlemoyer
Noah A. Smith
Tao Yu
118
262
0
05 Sep 2022
PromptAttack: Prompt-based Attack for Language Models via Gradient
  Search
PromptAttack: Prompt-based Attack for Language Models via Gradient Search
Yundi Shi
Piji Li
Changchun Yin
Zhaoyang Han
Zhe Liu
Yanfeng Guo
AAMLSILM
120
21
0
05 Sep 2022
How to Prompt? Opportunities and Challenges of Zero- and Few-Shot
  Learning for Human-AI Interaction in Creative Applications of Generative
  Models
How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models
Hai Dang
Lukas Mecke
Florian Lehmann
Sven Goller
Daniel Buschek
74
102
0
03 Sep 2022
Efficient Methods for Natural Language Processing: A Survey
Efficient Methods for Natural Language Processing: A Survey
Marcos Vinícius Treviso
Ji-Ung Lee
Tianchu Ji
Betty van Aken
Qingqing Cao
...
Emma Strubell
Niranjan Balasubramanian
Leon Derczynski
Iryna Gurevych
Roy Schwartz
156
114
0
31 Aug 2022
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
Jihye Park
Sunwoo Kim
Soohyun Kim
Seokju Cho
Jaejun Yoo
Youngjung Uh
Seung Wook Kim
VLM
101
9
0
31 Aug 2022
Let Me Check the Examples: Enhancing Demonstration Learning via Explicit
  Imitation
Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation
Sirui Wang
Kaiwen Wei
Hongzhi Zhang
Yun Li
Wei Wu
61
3
0
31 Aug 2022
Efficient Vision-Language Pretraining with Visual Concepts and
  Hierarchical Alignment
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment
Mustafa Shukor
Guillaume Couairon
Matthieu Cord
VLMCLIP
100
27
0
29 Aug 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via
  Variational Information Bottleneck
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck
Jie Zhou
Qi Zhang
Qin Chen
Liang He
Xuanjing Huang
100
21
0
27 Aug 2022
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead
  of Models -- Federated Learning in Age of Foundation Model
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model
Tao Guo
Song Guo
Junxiao Wang
Wenchao Xu
FedMLVLMLRM
71
127
0
24 Aug 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval
Zhen-Quan Tang
Benyou Wang
Ting Yao
VLM
63
14
0
24 Aug 2022
Learning Dynamic Contextualised Word Embeddings via Template-based
  Temporal Adaptation
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation
Xiaohang Tang
Yi Zhou
Danushka Bollegala
88
6
0
23 Aug 2022
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model
  Adaptation
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation
Qihuang Zhong
Liang Ding
Juhua Liu
Bo Du
Dacheng Tao
VLMCLL
94
44
0
22 Aug 2022
Prompt-Matched Semantic Segmentation
Prompt-Matched Semantic Segmentation
Lingbo Liu
Jianlong Chang
Bruce X. B. Yu
Liang Lin
Qi Tian
Xin Sun
VPVLMVLM
111
29
0
22 Aug 2022
Recent Advances in Text-to-SQL: A Survey of What We Have and What We
  Expect
Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect
Naihao Deng
Yulong Chen
Yue Zhang
85
53
0
22 Aug 2022
Target-oriented Sentiment Classification with Sequential Cross-modal
  Semantic Graph
Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph
Yufen Huang
Zhuo Chen
Jiaoyan Chen
Jeff Z. Pan
Zhen Yao
Wen Zhang
35
7
0
19 Aug 2022
Using Large Language Models to Simulate Multiple Humans and Replicate
  Human Subject Studies
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
Gati Aher
RosaI. Arriaga
Adam Tauman Kalai
176
405
0
18 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model
Yinghui Xing
Qirui Wu
De Cheng
Shizhou Zhang
Guoqiang Liang
Peng Wang
Yanning Zhang
VLMVPVLM
144
59
0
17 Aug 2022
Towards Open-vocabulary Scene Graph Generation with Prompt-based
  Finetuning
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning
Tao He
Lianli Gao
Jingkuan Song
Yuan-Fang Li
VLM
88
53
0
17 Aug 2022
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation
  with Large Language Models
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models
Hendrik Strobelt
Albert Webson
Victor Sanh
Benjamin Hoover
Johanna Beyer
Hanspeter Pfister
Alexander M. Rush
VLM
78
142
0
16 Aug 2022
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for
  ConvNets
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
Hao Chen
R. Tao
Han Zhang
Yidong Wang
Xiang Li
Weirong Ye
Jindong Wang
Guosheng Hu
Marios Savvides
VPVLM
129
57
0
15 Aug 2022
Social Simulacra: Creating Populated Prototypes for Social Computing
  Systems
Social Simulacra: Creating Populated Prototypes for Social Computing Systems
J. Park
Lindsay Popowski
Carrie J. Cai
Meredith Ringel Morris
Percy Liang
Michael S. Bernstein
85
299
0
08 Aug 2022
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