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2107.13586
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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
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Papers citing
"Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing"
50 / 1,829 papers shown
Title
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
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Towards Efficient Visual Adaption via Structural Re-parameterization
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Minglang Huang
Yiyi Zhou
Xiaoshuai Sun
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Zhiyu Wang
Rongrong Ji
VLM
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0
16 Feb 2023
Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition
Minsu Kim
Hyungil Kim
Y. Ro
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69
19
0
16 Feb 2023
LabelPrompt: Effective Prompt-based Learning for Relation Classification
Weinan Zhang
Xiaoning Song
Zhenhua Feng
Tianyang Xu
Xiaojun Wu
VLM
72
4
0
16 Feb 2023
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
Zemin Liu
Xingtong Yu
Yuan Fang
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LLMAG
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102
148
0
16 Feb 2023
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting
Benjamin Bowman
Alessandro Achille
Luca Zancato
Matthew Trager
Pramuditha Perera
Giovanni Paolini
Stefano Soatto
VPVLM
91
19
0
15 Feb 2023
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Quchen Fu
Zhongwei Teng
Marco Georgaklis
Jules White
C. Schmidt
51
7
0
15 Feb 2023
ScatterShot: Interactive In-context Example Curation for Text Transformation
Tongshuang Wu
Hua Shen
Daniel S. Weld
Jeffrey Heer
Marco Tulio Ribeiro
60
25
0
14 Feb 2023
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Chulin Xie
De-An Huang
Wen-Hsuan Chu
Daguang Xu
Chaowei Xiao
Yue Liu
Anima Anandkumar
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98
12
0
13 Feb 2023
Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD
Matthew Faw
Litu Rout
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Sanjay Shakkottai
90
42
0
13 Feb 2023
Distinguishability Calibration to In-Context Learning
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Hanqi Yan
Yanran Li
Li Qian
Yulan He
Lin Gui
80
2
0
13 Feb 2023
Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking
Derek Chen
Kun Qian
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90
7
0
12 Feb 2023
Cross-Modal Fine-Tuning: Align then Refine
Junhong Shen
Liam Li
Lucio Dery
Corey Staten
M. Khodak
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Ameet Talwalkar
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0
11 Feb 2023
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Pedro Colon-Hernandez
H. Lieberman
Yida Xin
Claire Yin
C. Breazeal
Peter Chin
85
2
0
10 Feb 2023
Global Constraints with Prompting for Zero-Shot Event Argument Classification
Zizheng Lin
Hongming Zhang
Yangqiu Song
70
16
0
09 Feb 2023
Black Box Adversarial Prompting for Foundation Models
Natalie Maus
Patrick Chao
Eric Wong
Jacob R. Gardner
VLM
85
60
0
08 Feb 2023
GPTScore: Evaluate as You Desire
Jinlan Fu
See-Kiong Ng
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Pengfei Liu
LM&MA
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194
292
0
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Zero-shot Generation of Coherent Storybook from Plain Text Story using Diffusion Models
Hyeonho Jeong
Gihyun Kwon
Jong Chul Ye
77
24
0
08 Feb 2023
Controlling Personality Style in Dialogue with Zero-Shot Prompt-Based Learning
Angela Ramirez
Mamon Alsalihy
Kartik Aggarwal
Cecilia Li
Liren Wu
M. Walker
73
14
0
08 Feb 2023
PLACES: Prompting Language Models for Social Conversation Synthesis
Maximillian Chen
Alexandros Papangelis
Chenyang Tao
Seokhwan Kim
Andrew Rosenbaum
Yang Liu
Zhou Yu
Dilek Z. Hakkani-Tür
107
86
0
07 Feb 2023
Conversation Regression Testing: A Design Technique for Prototyping Generalizable Prompt Strategies for Pre-trained Language Models
J.D. Zamfirescu-Pereira
Bjoern Hartmann
Qian Yang
45
2
0
06 Feb 2023
Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
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Kihyuk Sohn
Xiang Zhang
Chun-Liang Li
Chen-Yu Lee
Kate Saenko
Tomas Pfister
127
124
0
06 Feb 2023
Coherence and Diversity through Noise: Self-Supervised Paraphrase Generation via Structure-Aware Denoising
Rishabh Gupta
Venktesh V.
Mukesh Mohania
Vikram Goyal
64
1
0
06 Feb 2023
Generative Diffusion Models on Graphs: Methods and Applications
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Wenqi Fan
Yunqing Liu
Jiatong Li
Hang Li
Hui Liu
Jiliang Tang
Qing Li
MedIm
DiffM
152
66
0
06 Feb 2023
Regulating ChatGPT and other Large Generative AI Models
P. Hacker
A. Engel
M. Mauer
AILaw
176
354
0
05 Feb 2023
A Survey of Deep Learning: From Activations to Transformers
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Michalis Vlachos
ViT
MedIm
AI4TS
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112
10
0
01 Feb 2023
Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection
Kaifeng Gao
Long Chen
Hanwang Zhang
Jun Xiao
Qianru Sun
VLM
VPVLM
66
28
0
01 Feb 2023
On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex
Terry Yue Zhuo
Zhuang Li
Yujin Huang
Fatemeh Shiri
Weiqing Wang
Gholamreza Haffari
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107
57
0
30 Jan 2023
Zero-shot Clarifying Question Generation for Conversational Search
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Corby Rosset
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71
21
0
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Continual Learning for Predictive Maintenance: Overview and Challenges
J. Hurtado
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Vincenzo Lomonaco
65
36
0
29 Jan 2023
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization
Beier Zhu
Yulei Niu
Saeil Lee
Minhoe Hur
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VLM
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124
24
0
29 Jan 2023
Prompt-Based Editing for Text Style Transfer
Guoqing Luo
Yu Tong Han
Lili Mou
Mauajama Firdaus
95
26
0
27 Jan 2023
The Exploration of Knowledge-Preserving Prompts for Document Summarisation
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Wei Emma Zhang
A. Shakeri
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81
0
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27 Jan 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
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75
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0
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Editing Language Model-based Knowledge Graph Embeddings
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142
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The Next Chapter: A Study of Large Language Models in Storytelling
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Trevor Cohn
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Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-shot Prompt Learning for Automatic Scoring in Science Education
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102
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0
20 Jan 2023
PromptShots at the FinNLP-2022 ERAI Tasks: Pairwise Comparison and Unsupervised Ranking
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46
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0
16 Jan 2023
Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models
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Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data
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103
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Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits
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