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The Power of Scale for Parameter-Efficient Prompt Tuning
v1v2 (latest)

The Power of Scale for Parameter-Efficient Prompt Tuning

18 April 2021
Brian Lester
Rami Al-Rfou
Noah Constant
    VPVLM
ArXiv (abs)PDFHTML

Papers citing "The Power of Scale for Parameter-Efficient Prompt Tuning"

50 / 2,607 papers shown
Title
Flexible text generation for counterfactual fairness probing
Flexible text generation for counterfactual fairness probing
Zee Fryer
Vera Axelrod
Ben Packer
Alex Beutel
Jilin Chen
Kellie Webster
38
19
0
28 Jun 2022
Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible
  Products Prediction
Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible Products Prediction
Rongzhi Zhang
Rebecca West
Xiquan Cui
Chao Zhang
100
6
0
28 Jun 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Junting Pan
Ziyi Lin
Xiatian Zhu
Jing Shao
Hongsheng Li
96
207
0
27 Jun 2022
Repository-Level Prompt Generation for Large Language Models of Code
Repository-Level Prompt Generation for Large Language Models of Code
Disha Shrivastava
Hugo Larochelle
Daniel Tarlow
103
143
0
26 Jun 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Tianyi Tang
Junyi Li
Wayne Xin Zhao
Ji-Rong Wen
120
24
0
24 Jun 2022
Questions Are All You Need to Train a Dense Passage Retriever
Questions Are All You Need to Train a Dense Passage Retriever
Devendra Singh Sachan
M. Lewis
Dani Yogatama
Luke Zettlemoyer
J. Pineau
Manzil Zaheer
RALM
134
57
0
21 Jun 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited
  Annotations
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
Ximeng Sun
Ping Hu
Kate Saenko
VLM
105
126
0
20 Jun 2022
Towards Unified Conversational Recommender Systems via
  Knowledge-Enhanced Prompt Learning
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
Xiaolei Wang
Kun Zhou
Ji-Rong Wen
Wayne Xin Zhao
HAIAI4TS
73
137
0
19 Jun 2022
Landscape Learning for Neural Network Inversion
Landscape Learning for Neural Network Inversion
Ruoshi Liu
Chen-Guang Mao
Purva Tendulkar
Hongya Wang
Carl Vondrick
96
8
0
17 Jun 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language
  Models
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
Antoine Yang
Antoine Miech
Josef Sivic
Ivan Laptev
Cordelia Schmid
149
239
0
16 Jun 2022
Sparse Structure Search for Parameter-Efficient Tuning
Sparse Structure Search for Parameter-Efficient Tuning
Shengding Hu
Zhen Zhang
Ning Ding
Yadao Wang
Yasheng Wang
Zhiyuan Liu
Maosong Sun
76
17
0
15 Jun 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning
  Tasks
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Tuan Dinh
Yuchen Zeng
Ruisu Zhang
Ziqian Lin
Michael Gira
Shashank Rajput
Jy-yong Sohn
Dimitris Papailiopoulos
Kangwook Lee
LMTD
176
139
0
14 Jun 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer
  Learning
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung
Jaemin Cho
Joey Tianyi Zhou
VLM
99
246
0
13 Jun 2022
GLIPv2: Unifying Localization and Vision-Language Understanding
GLIPv2: Unifying Localization and Vision-Language Understanding
Haotian Zhang
Pengchuan Zhang
Xiaowei Hu
Yen-Chun Chen
Liunian Harold Li
Xiyang Dai
Lijuan Wang
Lu Yuan
Lei Li
Jianfeng Gao
ObjDVLM
97
304
0
12 Jun 2022
Building a Personalized Dialogue System with Prompt-Tuning
Building a Personalized Dialogue System with Prompt-Tuning
Tomohito Kasahara
Daisuke Kawahara
N. Tung
Sheng Li
K. Shinzato
Toshinori Sato
31
19
0
11 Jun 2022
Neural Prompt Search
Neural Prompt Search
Yuanhan Zhang
Kaiyang Zhou
Ziwei Liu
VPVLMVLM
106
152
0
09 Jun 2022
DynaMaR: Dynamic Prompt with Mask Token Representation
DynaMaR: Dynamic Prompt with Mask Token Representation
Xiaodi Sun
Sunny Rajagopalan
Priyank Nigam
Weiyi Lu
Yi Xu
Belinda Zeng
Trishul Chilimbi
45
1
0
07 Jun 2022
Instance-wise Prompt Tuning for Pretrained Language Models
Instance-wise Prompt Tuning for Pretrained Language Models
Yuezihan Jiang
Hao Yang
Junyang Lin
Hanyu Zhao
An Yang
Chang Zhou
Hongxia Yang
Zhi-Xin Yang
Tengjiao Wang
VLM
59
7
0
04 Jun 2022
Prefix Conditioning Unifies Language and Label Supervision
Prefix Conditioning Unifies Language and Label Supervision
Kuniaki Saito
Kihyuk Sohn
Xinming Zhang
Chun-Liang Li
Chen-Yu Lee
Kate Saenko
Tomas Pfister
VLMCLIP
99
16
0
02 Jun 2022
ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts
ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts
Bingqian Lin
Yi Zhu
Zicong Chen
Xiwen Liang
Jian-zhuo Liu
Xiaodan Liang
LM&Ro
91
52
0
31 May 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language
  Understanding and Generation
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation
Qihuang Zhong
Liang Ding
Juhua Liu
Bo Du
Dacheng Tao
114
27
0
30 May 2022
Prompt-aligned Gradient for Prompt Tuning
Prompt-aligned Gradient for Prompt Tuning
Beier Zhu
Yulei Niu
Yucheng Han
Yuehua Wu
Hanwang Zhang
VLM
325
294
0
30 May 2022
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt
  Learning
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning
Xiang Chen
Lei Li
Ningyu Zhang
Xiaozhuan Liang
Shumin Deng
Chuanqi Tan
Fei Huang
Luo Si
Huajun Chen
VLM
155
55
0
29 May 2022
Parameter-Efficient and Student-Friendly Knowledge Distillation
Parameter-Efficient and Student-Friendly Knowledge Distillation
Jun Rao
Xv Meng
Liang Ding
Shuhan Qi
Dacheng Tao
96
51
0
28 May 2022
Controllable Text Generation with Neurally-Decomposed Oracle
Controllable Text Generation with Neurally-Decomposed Oracle
Tao Meng
Sidi Lu
Nanyun Peng
Kai-Wei Chang
BDL
105
37
0
27 May 2022
Quark: Controllable Text Generation with Reinforced Unlearning
Quark: Controllable Text Generation with Reinforced Unlearning
Ximing Lu
Sean Welleck
Jack Hessel
Liwei Jiang
Lianhui Qin
Peter West
Prithviraj Ammanabrolu
Yejin Choi
MU
176
220
0
26 May 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual
  Recognition
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
Shoufa Chen
Chongjian Ge
Zhan Tong
Jiangliu Wang
Yibing Song
Jue Wang
Ping Luo
249
703
0
26 May 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label
  Demonstrations
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
Kang Min Yoo
Junyeob Kim
Sungmin Cho
Hyunsoo Cho
Hwiyeol Jo
Sang-Woo Lee
Sang-goo Lee
Taeuk Kim
116
129
0
25 May 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue
  through Instruction Tuning
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Prakhar Gupta
Cathy Jiao
Yi-Ting Yeh
Shikib Mehri
M. Eskénazi
Jeffrey P. Bigham
ALM
119
48
0
25 May 2022
Few-shot Reranking for Multi-hop QA via Language Model Prompting
Few-shot Reranking for Multi-hop QA via Language Model Prompting
Muhammad Khalifa
Lajanugen Logeswaran
Moontae Lee
Ho Hin Lee
Lu Wang
LRM
114
20
0
25 May 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Tu Vu
Aditya Barua
Brian Lester
Daniel Cer
Mohit Iyyer
Noah Constant
CLL
97
66
0
25 May 2022
Multimodal Knowledge Alignment with Reinforcement Learning
Multimodal Knowledge Alignment with Reinforcement Learning
Youngjae Yu
Jiwan Chung
Heeseung Yun
Jack Hessel
Jinho Park
...
Prithviraj Ammanabrolu
Rowan Zellers
Ronan Le Bras
Gunhee Kim
Yejin Choi
VLM
160
37
0
25 May 2022
ORCA: Interpreting Prompted Language Models via Locating Supporting Data
  Evidence in the Ocean of Pretraining Data
ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data
Xiaochuang Han
Yulia Tsvetkov
97
31
0
25 May 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
Mingkai Deng
Jianyu Wang
Cheng-Ping Hsieh
Yihan Wang
Han Guo
Tianmin Shu
Meng Song
Eric Xing
Zhiting Hu
97
345
0
25 May 2022
Learning a Better Initialization for Soft Prompts via Meta-Learning
Learning a Better Initialization for Soft Prompts via Meta-Learning
Yukun Huang
Kun Qian
Zhou Yu
VLM
141
9
0
25 May 2022
Know Where You're Going: Meta-Learning for Parameter-Efficient
  Fine-Tuning
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning
Mozhdeh Gheini
Xuezhe Ma
Jonathan May
101
5
0
25 May 2022
Structured Prompt Tuning
Structured Prompt Tuning
Chi-Liang Liu
Hung-yi Lee
Wen-tau Yih
57
3
0
24 May 2022
History Compression via Language Models in Reinforcement Learning
History Compression via Language Models in Reinforcement Learning
Fabian Paischer
Thomas Adler
Vihang Patil
Angela Bitto-Nemling
Markus Holzleitner
Sebastian Lehner
Hamid Eghbalzadeh
Sepp Hochreiter
OffRLAI4TS
123
46
0
24 May 2022
Evaluating the Impact of Model Scale for Compositional Generalization in
  Semantic Parsing
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
Linlu Qiu
Peter Shaw
Panupong Pasupat
Tianze Shi
Jonathan Herzig
Emily Pitler
Fei Sha
Kristina Toutanova
AI4CELRM
160
54
0
24 May 2022
Enhancing Continual Learning with Global Prototypes: Counteracting
  Negative Representation Drift
Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift
Xueying Bai
Jinghuan Shang
Yifan Sun
Niranjan Balasubramanian
CLL
71
1
0
24 May 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures
  of Soft Prompts
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts
Akari Asai
Mohammadreza Salehi
Matthew E. Peters
Hannaneh Hajishirzi
194
102
0
24 May 2022
Representation Projection Invariance Mitigates Representation Collapse
Representation Projection Invariance Mitigates Representation Collapse
Anastasia Razdaibiedina
A. Khetan
Zohar Karnin
Daniel Khashabi
Vishaal Kapoor
V. Madan
98
5
0
23 May 2022
Many-Class Text Classification with Matching
Many-Class Text Classification with Matching
Yi-Fan Song
Yuxian Gu
Minlie Huang
VLM
29
1
0
23 May 2022
When does Parameter-Efficient Transfer Learning Work for Machine
  Translation?
When does Parameter-Efficient Transfer Learning Work for Machine Translation?
Ahmet Üstün
Asa Cooper Stickland
97
7
0
23 May 2022
BBTv2: Towards a Gradient-Free Future with Large Language Models
BBTv2: Towards a Gradient-Free Future with Large Language Models
Tianxiang Sun
Zhengfu He
Hong Qian
Yunhua Zhou
Xuanjing Huang
Xipeng Qiu
150
57
0
23 May 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language
  Understanding
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding
Rishabh Bhardwaj
Amrita Saha
Guosheng Lin
Soujanya Poria
VLMVPVLM
53
7
0
23 May 2022
Parameter-Efficient Sparsity for Large Language Models Fine-Tuning
Parameter-Efficient Sparsity for Large Language Models Fine-Tuning
Yuchao Li
Fuli Luo
Chuanqi Tan
Mengdi Wang
Songfang Huang
Shen Li
Junjie Bai
MQ
121
34
0
23 May 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in
  E-commerce
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce
Yincen Qu
Ningyu Zhang
Hui Chen
Zelin Dai
Zezhong Xu
Chengming Wang
Xiaoyu Wang
Qianglin Chen
Huajun Chen
85
7
0
22 May 2022
All Birds with One Stone: Multi-task Text Classification for Efficient
  Inference with One Forward Pass
All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass
Jiaxin Huang
Tianqi Liu
Jialu Liu
Á. Lelkes
Cong Yu
Jiawei Han
59
1
0
22 May 2022
Least-to-Most Prompting Enables Complex Reasoning in Large Language
  Models
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
Denny Zhou
Nathanael Scharli
Le Hou
Jason W. Wei
Nathan Scales
...
Dale Schuurmans
Claire Cui
Olivier Bousquet
Quoc Le
Ed H. Chi
RALMLRMAI4CE
109
1,139
0
21 May 2022
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