Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2107.13586
Cited By
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
VLM
SyDa
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing"
50 / 1,829 papers shown
Title
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning
Rongzhi Zhang
Yue Yu
Pranav Shetty
Le Song
Chao Zhang
136
25
0
18 Mar 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection
Thomas Hartvigsen
Saadia Gabriel
Hamid Palangi
Maarten Sap
Dipankar Ray
Ece Kamar
92
392
0
17 Mar 2022
How Many Data Samples is an Additional Instruction Worth?
Ravsehaj Singh Puri
Swaroop Mishra
Mihir Parmar
Chitta Baral
77
17
0
17 Mar 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction
Yew Ken Chia
Lidong Bing
Soujanya Poria
Luo Si
80
111
0
17 Mar 2022
Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching
Alissa Ostapenko
S. Wintner
Melinda Fricke
Yulia Tsvetkov
89
5
0
16 Mar 2022
ConTinTin: Continual Learning from Task Instructions
Wenpeng Yin
Jia Li
Caiming Xiong
CLL
101
30
0
16 Mar 2022
Continuous Detection, Rapidly React: Unseen Rumors Detection based on Continual Prompt-Tuning
Yuhui Zuo
Wei Zhu
Guoyong Cai
CLL
VLM
90
11
0
16 Mar 2022
Iteratively Prompt Pre-trained Language Models for Chain of Thought
Boshi Wang
Xiang Deng
Huan Sun
KELM
ReLM
LRM
133
103
0
16 Mar 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
Kuan-Hao Huang
I-Hung Hsu
Premkumar Natarajan
Kai-Wei Chang
Nanyun Peng
67
68
0
15 Mar 2022
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals
Xiao Liu
Da Yin
Yansong Feng
Dongyan Zhao
LRM
80
46
0
15 Mar 2022
Modular and Parameter-Efficient Multimodal Fusion with Prompting
Sheng Liang
Mengjie Zhao
Hinrich Schütze
93
45
0
15 Mar 2022
GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models
Archiki Prasad
Peter Hase
Xiang Zhou
Joey Tianyi Zhou
123
124
0
14 Mar 2022
CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment
Haoyu Song
Li Dong
Weinan Zhang
Ting Liu
Furu Wei
VLM
CLIP
89
139
0
14 Mar 2022
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis
Yiming Zhang
Min Zhang
Sai Wu
Jiaqi Zhao
46
16
0
14 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models
Ning Ding
Yujia Qin
Guang Yang
Fu Wei
Zonghan Yang
...
Jianfei Chen
Yang Liu
Jie Tang
Juan Li
Maosong Sun
108
205
0
14 Mar 2022
Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video
Bin Li
Yixuan Weng
Bin Sun
Shutao Li
157
33
0
13 Mar 2022
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice
Andreas Grivas
Nikolay Bogoychev
Adam Lopez
43
10
0
12 Mar 2022
Conditional Prompt Learning for Vision-Language Models
Kaiyang Zhou
Jingkang Yang
Chen Change Loy
Ziwei Liu
VLM
CLIP
VPVLM
161
1,362
0
10 Mar 2022
Internet-augmented language models through few-shot prompting for open-domain question answering
Angeliki Lazaridou
E. Gribovskaya
Wojciech Stokowiec
N. Grigorev
KELM
LRM
76
139
0
10 Mar 2022
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing
Sonish Sivarajkumar
Yanshan Wang
VLM
LM&MA
103
58
0
09 Mar 2022
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks
Zhengkun Zhang
Wenya Guo
Xiaojun Meng
Yasheng Wang
Yadao Wang
Xin Jiang
Qun Liu
Zhenglu Yang
80
17
0
08 Mar 2022
Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models
Shengnan An
Yifei Li
Zeqi Lin
Qian Liu
Bei Chen
Qiang Fu
Weizhu Chen
Nanning Zheng
Jian-Guang Lou
VLM
AAML
93
43
0
07 Mar 2022
Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking
Jamin Shin
Hangyeol Yu
Hyeongdon Moon
Andrea Madotto
Juneyoung Park
84
29
0
03 Mar 2022
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition
Andy T. Liu
Wei Xiao
Henghui Zhu
Dejiao Zhang
Shang-Wen Li
Andrew O. Arnold
76
27
0
03 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing
Jiejun Tan
Wenbin Hu
Weiwei Liu
86
1
0
01 Mar 2022
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
Tal August
Lucy Lu Wang
Jonathan Bragg
Marti A. Hearst
Andrew Head
Kyle Lo
94
45
0
28 Feb 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization
Austin W. Hanjie
Ameet Deshpande
Karthik Narasimhan
VLM
80
2
0
26 Feb 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction
Yubo Ma
Zehao Wang
Yixin Cao
Mukai Li
Meiqi Chen
Kunze Wang
Jing Shao
109
135
0
24 Feb 2022
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt
Lianzhe Huang
Shuming Ma
Dongdong Zhang
Furu Wei
Houfeng Wang
VLM
LRM
96
32
0
23 Feb 2022
Prompt-Learning for Short Text Classification
Yi Zhu
Xinke Zhou
Jipeng Qiang
Yun Li
Yunhao Yuan
Xindong Wu
VLM
69
36
0
23 Feb 2022
Contextual Semantic Embeddings for Ontology Subsumption Prediction
Jiaoyan Chen
Yuan He
Yuxia Geng
Ernesto Jiménez-Ruiz
Hang Dong
Ian Horrocks
100
55
0
20 Feb 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet?
Guanzheng Chen
Fangyu Liu
Zaiqiao Meng
Shangsong Liang
64
95
0
16 Feb 2022
ZeroGen: Efficient Zero-shot Learning via Dataset Generation
Jiacheng Ye
Jiahui Gao
Qintong Li
Hang Xu
Jiangtao Feng
Zhiyong Wu
Tao Yu
Lingpeng Kong
SyDa
134
222
0
16 Feb 2022
Personalized Prompt Learning for Explainable Recommendation
Lei Li
Yongfeng Zhang
Li Chen
LRM
75
175
0
15 Feb 2022
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools
Zhoujian Sun
Zhengxing Huang
Nai Ding
60
7
0
15 Feb 2022
Domain Adaptation via Prompt Learning
Chunjiang Ge
Rui Huang
Mixue Xie
Zihang Lai
Shiji Song
Shuang Li
Gao Huang
VPVLM
VLM
115
154
0
14 Feb 2022
Investigating Explainability of Generative AI for Code through Scenario-based Design
Jiao Sun
Q. V. Liao
Michael J. Muller
Mayank Agarwal
Stephanie Houde
Kartik Talamadupula
Justin D. Weisz
83
165
0
10 Feb 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP
Yulong Chen
Yang Liu
Li Dong
Shuohang Wang
Chenguang Zhu
Michael Zeng
Yue Zhang
VLM
102
48
0
10 Feb 2022
Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
Wei Ping
Ming-Yu Liu
Chaowei Xiao
Peng Xu
M. Patwary
Mohammad Shoeybi
Yue Liu
Anima Anandkumar
Bryan Catanzaro
104
71
0
08 Feb 2022
Prompt-Guided Injection of Conformation to Pre-trained Protein Model
Qiang Zhang
Zeyuan Wang
Yuqiang Han
Haoran Yu
Xurui Jin
Huajun Chen
60
3
0
07 Feb 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
Stephen H. Bach
Victor Sanh
Zheng-Xin Yong
Albert Webson
Colin Raffel
...
Khalid Almubarak
Xiangru Tang
Dragomir R. Radev
Mike Tian-Jian Jiang
Alexander M. Rush
VLM
356
356
0
02 Feb 2022
Co-training Improves Prompt-based Learning for Large Language Models
Hunter Lang
Monica Agrawal
Yoon Kim
David Sontag
VLM
LRM
213
41
0
02 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
1.0K
9,796
0
28 Jan 2022
Synchromesh: Reliable code generation from pre-trained language models
Gabriel Poesia
Oleksandr Polozov
Vu Le
A. Tiwari
Gustavo Soares
Christopher Meek
Sumit Gulwani
78
163
0
26 Jan 2022
Learning to Compose Diversified Prompts for Image Emotion Classification
Sinuo Deng
Lifang Wu
Ge Shi
Lehao Xing
Meng Jian
Ye Xiang
CLIP
VLM
57
31
0
26 Jan 2022
Relational Memory Augmented Language Models
Qi Liu
Dani Yogatama
Phil Blunsom
KELM
RALM
131
32
0
24 Jan 2022
Description-Driven Task-Oriented Dialog Modeling
Jeffrey Zhao
Raghav Gupta
Yuan Cao
Dian Yu
Mingqiu Wang
Harrison Lee
Abhinav Rastogi
Izhak Shafran
Yonghui Wu
106
65
0
21 Jan 2022
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation
Tianyi Tang
Junyi Li
Wayne Xin Zhao
Ji-Rong Wen
83
17
0
21 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models
Shizhe Diao
Zhichao Huang
Ruijia Xu
Xuechun Li
Yong Lin
Xiao Zhou
Tong Zhang
VLM
AAML
102
71
0
21 Jan 2022
Fooling MOSS Detection with Pretrained Language Models
Stella Biderman
Edward Raff
DeLMO
74
36
0
19 Jan 2022
Previous
1
2
3
...
34
35
36
37
Next