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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"

29 / 1,829 papers shown
Title
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models
Yuan Yao
Ao Zhang
Zhengyan Zhang
Zhiyuan Liu
Tat-Seng Chua
Maosong Sun
MLLMVPVLMVLM
300
224
0
24 Sep 2021
End-to-End Dense Video Grounding via Parallel Regression
End-to-End Dense Video Grounding via Parallel Regression
Fengyuan Shi
Weilin Huang
Limin Wang
115
10
0
23 Sep 2021
ActionCLIP: A New Paradigm for Video Action Recognition
ActionCLIP: A New Paradigm for Video Action Recognition
Mengmeng Wang
Jiazheng Xing
Yong Liu
VLM
221
372
0
17 Sep 2021
Language Models are Few-shot Multilingual Learners
Language Models are Few-shot Multilingual Learners
Genta Indra Winata
Andrea Madotto
Zhaojiang Lin
Rosanne Liu
J. Yosinski
Pascale Fung
ELMLRM
115
138
0
16 Sep 2021
Design Guidelines for Prompt Engineering Text-to-Image Generative Models
Design Guidelines for Prompt Engineering Text-to-Image Generative Models
Vivian Liu
Lydia B. Chilton
83
511
0
14 Sep 2021
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation
Exploring Prompt-based Few-shot Learning for Grounded Dialog Generation
Chujie Zheng
Minlie Huang
104
44
0
14 Sep 2021
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based
  Pre-Training
Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-Training
Momchil Hardalov
Arnav Arora
Preslav Nakov
Isabelle Augenstein
88
63
0
13 Sep 2021
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language
  Understanding and Generation
CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation
Yunfan Shao
Zhichao Geng
Yitao Liu
Junqi Dai
Hang Yan
Fei Yang
Li Zhe
Hujun Bao
Xipeng Qiu
MedIm
148
151
0
13 Sep 2021
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model
Kuntal Kumar Pal
Chitta Baral
171
19
0
10 Sep 2021
CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented
  Dialog Systems
CINS: Comprehensive Instruction for Few-shot Learning in Task-oriented Dialog Systems
Fei Mi
Yitong Li
Yasheng Wang
Xin Jiang
Qun Liu
97
43
0
10 Sep 2021
A Recipe For Arbitrary Text Style Transfer with Large Language Models
A Recipe For Arbitrary Text Style Transfer with Large Language Models
Emily Reif
Daphne Ippolito
Ann Yuan
Andy Coenen
Chris Callison-Burch
Jason W. Wei
329
120
0
08 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original
  Pre-training Task--Next Sentence Prediction
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction
Yi Sun
Yu Zheng
Chao Hao
Hangping Qiu
VLM
107
37
0
08 Sep 2021
Finetuned Language Models Are Zero-Shot Learners
Finetuned Language Models Are Zero-Shot Learners
Jason W. Wei
Maarten Bosma
Vincent Zhao
Kelvin Guu
Adams Wei Yu
Brian Lester
Nan Du
Andrew M. Dai
Quoc V. Le
ALMUQCV
338
3,806
0
03 Sep 2021
Learning to Prompt for Vision-Language Models
Learning to Prompt for Vision-Language Models
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VPVLMCLIPVLM
550
2,444
0
02 Sep 2021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot
  Learners
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
Ningyu Zhang
Luoqiu Li
Xiang Chen
Shumin Deng
Zhen Bi
Chuanqi Tan
Fei Huang
Huajun Chen
VLM
150
180
0
30 Aug 2021
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
Zirui Wang
Jiahui Yu
Adams Wei Yu
Zihang Dai
Yulia Tsvetkov
Yuan Cao
VLMMLLM
155
799
0
24 Aug 2021
Prompt-Learning for Fine-Grained Entity Typing
Prompt-Learning for Fine-Grained Entity Typing
Ning Ding
Yulin Chen
Xu Han
Guangwei Xu
Pengjun Xie
Haitao Zheng
Zhiyuan Liu
Juan-Zi Li
Hong-Gee Kim
95
159
0
24 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural
  Language Processing
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing
Katikapalli Subramanyam Kalyan
A. Rajasekharan
S. Sangeetha
VLMLM&MA
107
270
0
12 Aug 2021
Draw Me a Flower: Processing and Grounding Abstraction in Natural
  Language
Draw Me a Flower: Processing and Grounding Abstraction in Natural Language
R. Lachmy
Valentina Pyatkin
Avshalom Manevich
Reut Tsarfaty
50
19
0
27 Jun 2021
BARTScore: Evaluating Generated Text as Text Generation
BARTScore: Evaluating Generated Text as Text Generation
Weizhe Yuan
Graham Neubig
Pengfei Liu
193
851
0
22 Jun 2021
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
Han Guo
Bowen Tan
Zhengzhong Liu
Eric P. Xing
Zhiting Hu
OffRL
92
35
0
14 Jun 2021
You Only Look at One Sequence: Rethinking Transformer in Vision through
  Object Detection
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection
Yuxin Fang
Bencheng Liao
Xinggang Wang
Jiemin Fang
Jiyang Qi
Rui Wu
Jianwei Niu
Wenyu Liu
ViT
80
326
0
01 Jun 2021
Cross-Task Generalization via Natural Language Crowdsourcing
  Instructions
Cross-Task Generalization via Natural Language Crowdsourcing Instructions
Swaroop Mishra
Daniel Khashabi
Chitta Baral
Hannaneh Hajishirzi
LRM
186
756
0
18 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization
  for Relation Extraction
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction
Xiang Chen
Ningyu Zhang
Xin Xie
Shumin Deng
Yunzhi Yao
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
185
420
0
15 Apr 2021
Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution
Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution
Ryuto Konno
Shun Kiyono
Yuichiroh Matsubayashi
Hiroki Ouchi
Kentaro Inui
17
10
0
15 Apr 2021
Relational World Knowledge Representation in Contextual Language Models:
  A Review
Relational World Knowledge Representation in Contextual Language Models: A Review
Tara Safavi
Danai Koutra
KELM
100
51
0
12 Apr 2021
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen
  Domains
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains
Eyal Ben-David
Nadav Oved
Roi Reichart
VLMOOD
108
94
0
24 Feb 2021
CTRLsum: Towards Generic Controllable Text Summarization
CTRLsum: Towards Generic Controllable Text Summarization
Junxian He
Wojciech Kry'sciñski
Bryan McCann
Nazneen Rajani
Caiming Xiong
283
142
0
08 Dec 2020
Accurate Lung Nodules Segmentation with Detailed Representation Transfer
  and Soft Mask Supervision
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision
Changwei Wang
Rongtao Xu
Shibiao Xu
Weiliang Meng
Jun Xiao
Xiaopeng Zhang
117
7
0
29 Jul 2020
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