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The Power of Scale for Parameter-Efficient Prompt Tuning

18 April 2021

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

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Title
Few-shot Adaptation of Multi-modal Foundation Models: A Survey Fan Liu Tianshu Zhang Wenwen Dai Wenwen Cai Wenwen Cai Xiaocong Zhou Delong Chen VLM OffRL 89 30 0 03 Jan 2024
Test-Time Personalization with Meta Prompt for Gaze Estimation Huan Liu Julia Qi Zhenhao Li Mohammad Hassanpour Yang Wang Konstantinos Plataniotis Yuanhao Yu 107 6 0 03 Jan 2024
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Anku Rani Vipula Rawte Aman Chadha Amitava Das HILM 146 211 0 02 Jan 2024
Temporal Adaptive RGBT Tracking with Modality Prompt Hongyu Wang Xiaotao Liu Yifan Li Meng Sun Dian Yuan Jing Liu 89 37 0 02 Jan 2024
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever Zhichao Yin Binyuan Hui Min Yang Fei Huang Yongbin Li VLM 91 3 0 02 Jan 2024
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models Terry Yue Zhuo A. Zebaze Nitchakarn Suppattarachai Leandro von Werra H. D. Vries Qian Liu Niklas Muennighoff ALM 101 18 0 01 Jan 2024
State of What Art? A Call for Multi-Prompt LLM Evaluation Moran Mizrahi Guy Kaplan Daniel Malkin Rotem Dror Dafna Shahaf Gabriel Stanovsky ELM 172 147 0 31 Dec 2023
COMMA: Co-Articulated Multi-Modal Learning Lianyu Hu Liqing Gao Zekang Liu Chi-Man Pun Wei Feng VLM 79 2 0 30 Dec 2023
Overview of the PromptCBLUE Shared Task in CHIP2023 Wei-wei Zhu Xiaoling Wang Mosha Chen Buzhou Tang LM&MA ELM 98 7 0 29 Dec 2023
Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Xiao-Yang Liu Rongyi Zhu Daochen Zha Jiechao Gao Shan Zhong Matt White Meikang Qiu 84 26 0 29 Dec 2023
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 90 2 0 28 Dec 2023
Prompt Expansion for Adaptive Text-to-Image Generation Siddhartha Datta Alexander Ku Deepak Ramachandran Peter Anderson DiffM 70 10 0 27 Dec 2023
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang Junjie Hu Hsinchun Chen 122 8 0 27 Dec 2023
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection Huan Liu Zichang Tan Chuangchuang Tan Yunchao Wei Yao-Min Zhao Jingdong Wang ViT 102 55 0 27 Dec 2023
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 175 104 0 26 Dec 2023
One-Dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications Mengyao Lyu Yuhong Yang Haiwen Hong Hui Chen Xuan Jin Yuan He Hui Xue Jungong Han Guiguang Ding DiffM 131 67 0 26 Dec 2023
Aligning Large Language Models with Human Preferences through Representation Engineering Tianlong Li Xiaohua Wang Muling Wu Changze Lv Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 78 41 0 26 Dec 2023
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation Junjie Wang Yicheng Chen Wangshu Zhang Sen Hu Teng Xu Jing Zheng VLM 78 2 0 26 Dec 2023
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks Wentao Zou Qi Li Jidong Ge Chuanyi Li Xiaoyu Shen LiGuo Huang Bin Luo 102 6 0 25 Dec 2023
A Split-and-Privatize Framework for Large Language Model Fine-Tuning Xicong Shen Yang Liu Huiqi Liu Jue Hong Bing Duan Zirui Huang Yunlong Mao Ye Wu Di Wu 90 13 0 25 Dec 2023
Prompt Valuation Based on Shapley Values Hanxi Liu Xiaokai Mao Haocheng Xia Jian Lou Jinfei Liu 70 7 0 24 Dec 2023
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models Alan Chan Ben Bucknall Herbie Bradley David M. Krueger 71 6 0 22 Dec 2023
Learning to Prompt Knowledge Transfer for Open-World Continual Learning Yujie Li Xin Yang Hao Wang Xiangkun Wang Tianrui Li VLM CLL 75 18 0 22 Dec 2023
MMGPL: Multimodal Medical Data Analysis with Graph Prompt Learning Liang Peng Songyue Cai Zongqian Wu Huifang Shang Xiaofeng Zhu Xiaoxiao Li 114 15 0 22 Dec 2023
Revisiting Few-Shot Object Detection with Vision-Language Models Anish Madan Neehar Peri Shu Kong Deva Ramanan VLM 107 11 0 22 Dec 2023
Parameter Efficient Tuning Allows Scalable Personalization of LLMs for Text Entry: A Case Study on Abbreviation Expansion Katrin Tomanek Shanqing Cai Subhashini Venugopalan 44 1 0 21 Dec 2023
L-TUNING: Synchronized Label Tuning for Prompt and Prefix in LLMs Md. Kowsher Md. Shohanur Islam Sobuj Asif Mahmud Nusrat Jahan Prottasha Prakash Bhat 44 3 0 21 Dec 2023
DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation Brian Nlong Zhao Yuhang Xiao Lyne Tchapmi Xinyang Jiang Yifan Yang Dongsheng Li Laurent Itti Vibhav Vineet Yunhao Ge VLM 144 7 0 21 Dec 2023
Time is Encoded in the Weights of Finetuned Language Models Kai Nylund Suchin Gururangan Noah A. Smith AI4TS 157 26 0 20 Dec 2023
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models Julio Silva-Rodríguez Sina Hajimiri Ismail Ben Ayed Jose Dolz VLM 71 34 0 20 Dec 2023
POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning Junxiang Wang Guangji Bai Wei Cheng Zhengzhang Chen Liang Zhao Haifeng Chen AI4TS 122 3 0 19 Dec 2023
ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval Kaipeng Fang Jingkuan Song Lianli Gao Pengpeng Zeng Zhi-Qi Cheng Xiyao Li Hengtao Shen VLM 82 11 0 19 Dec 2023
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment Lingling Xu Haoran Xie S. J. Qin Xiaohui Tao F. Wang 124 164 0 19 Dec 2023
SCEdit: Efficient and Controllable Image Diffusion Generation via Skip Connection Editing Zeyinzi Jiang Chaojie Mao Yulin Pan Zhen Han Jingfeng Zhang 71 30 0 18 Dec 2023
UniDCP: Unifying Multiple Medical Vision-language Tasks via Dynamic Cross-modal Learnable Prompts Chenlu Zhan Yufei Zhang Yu Lin Gaoang Wang Hongwei Wang VLM MedIm 87 5 0 18 Dec 2023
Efficiency-oriented approaches for self-supervised speech representation learning Luis Lugo Valentin Vielzeuf SSL 69 1 0 18 Dec 2023
Split and Rephrase with Large Language Models David Ponce Thierry Etchegoyhen Jesús Calleja-Perez Harritxu Gete ReLM LRM 114 2 0 18 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 81 8 0 17 Dec 2023
p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models Haoyuan Wu Xinyun Zhang Peng Xu Peiyu Liao Xufeng Yao Bei Yu VLM 46 0 0 17 Dec 2023
A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis Jingyi Zhou Jie Zhou Jiabao Zhao Siyin Wang Haijun Shan Gui Tao Qi Zhang Xuanjing Huang LLMAG VLM 74 5 0 16 Dec 2023
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning Meng Zheng Jiaqi Xue Xun Chen YanShan Wang Qian Lou Lei Jiang AAML 126 8 0 16 Dec 2023
SA $^2$ VP: Spatially Aligned-and-Adapted Visual Prompt Wenjie Pei Tongqi Xia Fanglin Chen Jinsong Li Jiandong Tian Guangming Lu VLM VPVLM 63 11 0 16 Dec 2023
Continuous Prompt Generation from Linear Combination of Discrete Prompt Embeddings Pascal Passigan Kidus Yohannes Joshua Pereira 65 2 0 16 Dec 2023
Low-resource classification of mobility functioning information in clinical sentences using large language models Tuan-Dung Le Thanh Duong Thanh Thieu 56 0 0 15 Dec 2023
LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin Shihan Dou Enyu Zhou Yan Liu Songyang Gao Jun Zhao ... Jiang Zhu Rui Zheng Tao Gui Qi Zhang Xuanjing Huang CLL MoE KELM 85 36 0 15 Dec 2023
Context-PEFT: Efficient Multi-Modal, Multi-Task Fine-Tuning Avelina Asada Hadji-Kyriacou Ognjen Arandjelović 65 0 0 14 Dec 2023
Distributed Inference and Fine-tuning of Large Language Models Over The Internet Alexander Borzunov Max Ryabinin Artem Chumachenko Dmitry Baranchuk Tim Dettmers Younes Belkada Pavel Samygin Colin Raffel MoE ALM 70 42 0 13 Dec 2023
LAMM: Label Alignment for Multi-Modal Prompt Learning Jingsheng Gao Jiacheng Ruan Suncheng Xiang Zefang Yu Ke Ji Mingye Xie Ting Liu Yuzhuo Fu MLLM VLM VPVLM 51 18 0 13 Dec 2023
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Kyra Ahrens Hans Hergen Lehmann Jae Hee Lee Stefan Wermter CLL 143 7 0 13 Dec 2023
Extending Whisper with prompt tuning to target-speaker ASR Hao Ma Zhiyuan Peng Mingjie Shao Jing Li Xuelong Li VLM 86 16 0 13 Dec 2023