ResearchTrend.AI
  • Papers
  • Communities
  • Events
  • Blog
  • Pricing
Papers
Communities
Social Events
Terms and Conditions
Pricing
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2104.08691
  4. Cited By
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
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time
  Adaptation
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
Jiaming Liu
Senqiao Yang
Peidong Jia
Renrui Zhang
Ming Lu
Yandong Guo
Wei Xue
Shanghang Zhang
TTAOODVLM
112
40
0
07 Jun 2023
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data
  Augmentation
Gotta: Generative Few-shot Question Answering by Prompt-based Cloze Data Augmentation
Xiusi Chen
Yu Zhang
Jinliang Deng
Jyun-Yu Jiang
Wei Wang
68
12
0
07 Jun 2023
An Empirical Analysis of Parameter-Efficient Methods for Debiasing
  Pre-Trained Language Models
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models
Zhongbin Xie
Thomas Lukasiewicz
58
13
0
06 Jun 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models
  using Soft Prompts and Random Walks
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks
Kanishka Misra
Cicero Nogueira dos Santos
Siamak Shakeri
KELMLRM
68
2
0
06 Jun 2023
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named
  Entity Recognition
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition
Jiang-Dong Liu
Hao Fei
Fei Li
Jingye Li
Bobo Li
Liang Zhao
Chong Teng
Donghong Ji
VLM
50
11
0
06 Jun 2023
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory
ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory
Chenxu Hu
Jie Fu
Chenzhuang Du
Simian Luo
Jiaqi Zhao
Hang Zhao
KELMLLMAG
133
117
0
06 Jun 2023
On the Role of Attention in Prompt-tuning
On the Role of Attention in Prompt-tuning
Samet Oymak
A. S. Rawat
Mahdi Soltanolkotabi
Christos Thrampoulidis
MLTLRM
88
47
0
06 Jun 2023
A Scalable and Adaptive System to Infer the Industry Sectors of
  Companies: Prompt + Model Tuning of Generative Language Models
A Scalable and Adaptive System to Infer the Industry Sectors of Companies: Prompt + Model Tuning of Generative Language Models
Le-le Cao
Vilhelm von Ehrenheim
Astrid Berghult
Cecilia Henje
Richard Anselmo Stahl
Joar Wandborg
S. Stan
Armin Catovic
Erik Ferm
Hannes Ingelhag
68
4
0
05 Jun 2023
InstructZero: Efficient Instruction Optimization for Black-Box Large
  Language Models
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models
Lichang Chen
Jiuhai Chen
Tom Goldstein
Heng-Chiao Huang
Dinesh Manocha
100
45
0
05 Jun 2023
Continual Learning with Pretrained Backbones by Tuning in the Input
  Space
Continual Learning with Pretrained Backbones by Tuning in the Input Space
Simone Marullo
Matteo Tiezzi
Marco Gori
S. Melacci
Tinne Tuytelaars
CLL
58
2
0
05 Jun 2023
Cross-Lingual Transfer with Target Language-Ready Task Adapters
Cross-Lingual Transfer with Target Language-Ready Task Adapters
Marinela Parović
Alan Ansell
Ivan Vulić
Anna Korhonen
97
11
0
05 Jun 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and
  Zero-Shot Fact Verification with Pre-trained Language Models
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models
Fengzhu Zeng
Wei Gao
69
7
0
05 Jun 2023
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
Momchil Hardalov
Pepa Atanasova
Todor Mihaylov
G. Angelova
K. Simov
P. Osenova
Ves Stoyanov
Ivan Koychev
Preslav Nakov
Dragomir R. Radev
ELMFedML
81
4
0
04 Jun 2023
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning
Yusheng Su
Chi-Min Chan
Jiali Cheng
Yujia Qin
Yankai Lin
...
Ning Ding
Xingzhi Sun
Guotong Xie
Zhiyuan Liu
Maosong Sun
104
6
0
04 Jun 2023
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
Jintao Rong
Hao Chen
Tianrun Chen
Linlin Ou
Xinyi Yu
Yifan Liu
VLMVPVLM
77
6
0
04 Jun 2023
ProTeCt: Prompt Tuning for Taxonomic Open Set Classification
ProTeCt: Prompt Tuning for Taxonomic Open Set Classification
Tz-Ying Wu
Chih-Hui Ho
Nuno Vasconcelos
VLM
50
7
0
04 Jun 2023
SpeechGen: Unlocking the Generative Power of Speech Language Models with
  Prompts
SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts
Haibin Wu
Kai-Wei Chang
Yuan-Kuei Wu
Hung-yi Lee
128
23
0
03 Jun 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained
  Vision-Language Models
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
Shuo Chen
Jindong Gu
Zhen Han
Yunpu Ma
Philip Torr
Volker Tresp
VPVLMVLM
127
21
0
03 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment
Utilizing ChatGPT to Enhance Clinical Trial Enrollment
Georgios Peikos
S. Symeonidis
Pranav Kasela
G. Pasi
LM&MA
52
13
0
03 Jun 2023
A Comprehensive Survey on Relation Extraction: Recent Advances and New
  Frontiers
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers
Xiaoyan Zhao
Yang Deng
Min Yang
Lingzhi Wang
Rui Zhang
Hong Cheng
W. Lam
Ying Shen
Ruifeng Xu
KELM
100
37
0
03 Jun 2023
Harnessing large-language models to generate private synthetic text
Harnessing large-language models to generate private synthetic text
Alexey Kurakin
Natalia Ponomareva
Umar Syed
Liam MacDermed
Andreas Terzis
SILMSyDa
76
42
0
02 Jun 2023
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label
  Prompt Tuning
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
Cristina Menghini
Andrew T. Delworth
Stephen H. Bach
VLM
147
26
0
02 Jun 2023
Prompt Tuning Large Language Models on Personalized Aspect Extraction
  for Recommendations
Prompt Tuning Large Language Models on Personalized Aspect Extraction for Recommendations
Pan Li
Yuyan Wang
Ed H. Chi
Minmin Chen
90
14
0
02 Jun 2023
Consistency-guided Prompt Learning for Vision-Language Models
Consistency-guided Prompt Learning for Vision-Language Models
Shuvendu Roy
Ali Etemad
VLMVPVLM
97
63
0
01 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style
StyleDrop: Text-to-Image Generation in Any Style
Kihyuk Sohn
Nataniel Ruiz
Kimin Lee
Daniel Castro Chin
Irina Blok
...
Yuanzhen Li
Yuan Hao
Irfan Essa
Michael Rubinstein
Dilip Krishnan
70
152
0
01 Jun 2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
Rui Shao
Tianxing Wu
Liqiang Nie
Ziwei Liu
78
14
0
01 Jun 2023
Interpretable Math Word Problem Solution Generation Via Step-by-step
  Planning
Interpretable Math Word Problem Solution Generation Via Step-by-step Planning
Mengxue Zhang
Zichao Wang
Zhichao Yang
Weiqi Feng
Andrew Lan
LRM
69
18
0
01 Jun 2023
Effective Structured Prompting by Meta-Learning and Representative
  Verbalizer
Effective Structured Prompting by Meta-Learning and Representative Verbalizer
Weisen Jiang
Yu Zhang
James T. Kwok
VLMOffRL
94
18
0
01 Jun 2023
Make Pre-trained Model Reversible: From Parameter to Memory Efficient
  Fine-Tuning
Make Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning
Baohao Liao
Shaomu Tan
Christof Monz
KELM
105
30
0
01 Jun 2023
Adapting Pre-trained Language Models to Vision-Language Tasks via
  Dynamic Visual Prompting
Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting
Shubin Huang
Qiong Wu
Yiyi Zhou
Weijie Chen
Rongsheng Zhang
Xiaoshuai Sun
Rongrong Ji
VLMVPVLMLRM
45
0
0
01 Jun 2023
Preference-grounded Token-level Guidance for Language Model Fine-tuning
Preference-grounded Token-level Guidance for Language Model Fine-tuning
Shentao Yang
Shujian Zhang
Congying Xia
Yihao Feng
Caiming Xiong
Mi Zhou
146
28
0
01 Jun 2023
Focused Prefix Tuning for Controllable Text Generation
Focused Prefix Tuning for Controllable Text Generation
Congda Ma
Tianyu Zhao
Makoto Shing
Kei Sawada
Manabu Okumura
70
8
0
01 Jun 2023
Prompt Algebra for Task Composition
Prompt Algebra for Task Composition
Pramuditha Perera
Matthew Trager
Luca Zancato
Alessandro Achille
Stefano Soatto
VLM
77
8
0
01 Jun 2023
Multilingual Multi-Figurative Language Detection
Multilingual Multi-Figurative Language Detection
Huiyuan Lai
Antonio Toral
Malvina Nissim
49
1
0
31 May 2023
A Survey on Large Language Models for Recommendation
A Survey on Large Language Models for Recommendation
Likang Wu
Zhilan Zheng
Zhaopeng Qiu
Hao Wang
Hongchao Gu
...
Chen Zhu
Hengshu Zhu
Qi Liu
Hui Xiong
Enhong Chen
178
404
0
31 May 2023
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM
Nghi D. Q. Bui
Hung Le
Yue Wang
Junnan Li
Akhilesh Deepak Gotmare
Steven C. H. Hoi
86
26
0
31 May 2023
Exploring Lottery Prompts for Pre-trained Language Models
Exploring Lottery Prompts for Pre-trained Language Models
Yulin Chen
Ning Ding
Xiaobin Wang
Shengding Hu
Haitao Zheng
Zhiyuan Liu
Pengjun Xie
VLMLRM
52
7
0
31 May 2023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private
  Tuning
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning
Umang Gupta
Aram Galstyan
Greg Ver Steeg
53
2
0
30 May 2023
ConES: Concept Embedding Search for Parameter Efficient Tuning Large
  Vision Language Models
ConES: Concept Embedding Search for Parameter Efficient Tuning Large Vision Language Models
Huahui Yi
Ziyuan Qin
Wei Xu
Miaotian Guo
Kun Wang
Shaoting Zhang
Kang Li
Qicheng Lao
VLM
49
0
0
30 May 2023
Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image
  Segmentation of Head and Neck Cancer
Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer
Numan Saeed
Muhammad Ridzuan
Roba Al Majzoub
Mohammad Yaqub
VLMMedIm
76
3
0
30 May 2023
Dissecting Chain-of-Thought: Compositionality through In-Context
  Filtering and Learning
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning
Yingcong Li
Kartik K. Sreenivasan
Angeliki Giannou
Dimitris Papailiopoulos
Samet Oymak
LRM
113
18
0
30 May 2023
Universality and Limitations of Prompt Tuning
Universality and Limitations of Prompt Tuning
Yihan Wang
Jatin Chauhan
Wei Wang
Cho-Jui Hsieh
145
18
0
30 May 2023
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity
  Matching using Adapter-tuning
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuning
John Bosco Mugeni
S. Lynden
Toshiyuki Amagasa
Akiyoshi Matono
68
2
0
30 May 2023
Domain Specialization as the Key to Make Large Language Models
  Disruptive: A Comprehensive Survey
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
Chen Ling
Xujiang Zhao
Jiaying Lu
Chengyuan Deng
Can Zheng
...
Chris White
Quanquan Gu
Jian Pei
Carl Yang
Liang Zhao
ALM
169
140
0
30 May 2023
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and
  Unlabeled Image Collections
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections
M. Jehanzeb Mirza
Leonid Karlinsky
Wei Lin
Mateusz Koziñski
Horst Possegger
Rogerio Feris
Horst Bischof
VLM
109
33
0
29 May 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark
  Datasets
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Md Tahmid Rahman Laskar
M Saiful Bari
Mizanur Rahman
Md Amran Hossen Bhuiyan
Shafiq Joty
J. Huang
LM&MAELMALM
125
193
0
29 May 2023
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER
Amirhossein Layegh
A. H. Payberah
A. Soylu
Dumitru Roman
M. Matskin
VLM
80
8
0
29 May 2023
Deeply Coupled Cross-Modal Prompt Learning
Deeply Coupled Cross-Modal Prompt Learning
Xuejing Liu
Wei Tang
Jinghui Lu
Rui Zhao
Zhaojun Guo
Fei Tan
VLM
77
17
0
29 May 2023
Trompt: Towards a Better Deep Neural Network for Tabular Data
Trompt: Towards a Better Deep Neural Network for Tabular Data
Kuan-Yu Chen
Ping-Han Chiang
Hsin-Rung Chou
Tingwei Chen
Tien-Hao Chang
VPVLMLMTDVLM
70
26
0
29 May 2023
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of
  Weight Residuals
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of Weight Residuals
Simo Ryu
S. Seo
Jaejun Yoo
87
8
0
28 May 2023
Previous
123...353637...515253
Next