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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"

50 / 2,608 papers shown

Title
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining Yuyao Tang Yifan Peng Weiwen Zheng CLL VLM 103 34 0 21 Aug 2023
VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation Yanyuan Qiao Zheng Yu Qi Wu VLM 74 19 0 20 Aug 2023
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model Yihong Dong Kangcheng Luo Xue Jiang Zhi Jin Ge Li LRM KELM 107 9 0 19 Aug 2023
DPL: Decoupled Prompt Learning for Vision-Language Models C. Xu Yuhan Zhu Guozhen Zhang Haocheng Shen Yixuan Liao Xiaoxin Chen Gangshan Wu Limin Wang VLM 62 5 0 19 Aug 2023
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control Zi-Yuan Hu Yanyang Li Michael R. Lyu Liwei Wang VLM 90 16 0 18 Aug 2023
Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training Xiaoyang Wu Zhuotao Tian Xin Wen Bohao Peng Xihui Liu Kaicheng Yu Hengshuang Zhao 67 52 0 18 Aug 2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation Zhen Xing Qi Dai Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen DiffM 103 84 0 18 Aug 2023
Graph of Thoughts: Solving Elaborate Problems with Large Language Models Maciej Besta Nils Blach Aleš Kubíček Robert Gerstenberger Michal Podstawski ... Joanna Gajda Tomasz Lehmann H. Niewiadomski Piotr Nyczyk Torsten Hoefler LRM AI4CE LM&Ro 189 718 0 18 Aug 2023
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers Thomas De Min Massimiliano Mancini Alahari Karteek Xavier Alameda-Pineda Elisa Ricci CLL 49 9 0 18 Aug 2023
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning Jun-Yeong Moon Keondo Park Jung Uk Kim Gyeong-Moon Park CLL 68 26 0 18 Aug 2023
Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion Yerong Li Roxana Girju 65 0 0 18 Aug 2023
Chinese Spelling Correction as Rephrasing Language Model Linfeng Liu Hongqiu Wu Hai Zhao LRM 90 17 0 17 Aug 2023
Discrete Prompt Compression with Reinforcement Learning Hoyoun Jung Kyung-Joong Kim 101 30 0 17 Aug 2023
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series Chenxi Sun Hongyan Li Yaliang Li linda Qiao AI4TS 99 132 0 16 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Lovre Torbarina Tin Ferkovic Lukasz Roguski Velimir Mihelčić Bruno Šarlija Z. Kraljevic 84 5 0 16 Aug 2023
DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker Embedding J. Choi Joanna Hong Y. Ro DiffM 81 22 0 15 Aug 2023
Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression Yue Lv Jin-Peng Xiang Jun Zhang Wenming Yang Xiao Han Wei Yang 82 14 0 15 Aug 2023
Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification Olesya Razuvayevskaya Ben Wu João A. Leite Freddy Heppell Ivan Srba Carolina Scarton Kalina Bontcheva Xingyi Song 71 10 0 14 Aug 2023
Dialogue for Prompting: a Policy-Gradient-Based Discrete Prompt Generation for Few-shot Learning Chengzhengxu Li Xiaoming Liu Yichen Wang Duyi Li Y. Lan Chao Shen 83 6 0 14 Aug 2023
Knowledge Prompt-tuning for Sequential Recommendation Jian F. Zhai Xiawu Zheng Changjian Wang Hui Li Yonghong Tian VLM 62 25 0 14 Aug 2023
Language is All a Graph Needs Ruosong Ye Caiqi Zhang Runhui Wang Shuyuan Xu Yongfeng Zhang AI4CE 176 171 0 14 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 187 317 0 14 Aug 2023
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text Peng Liu Yiming Ren Jun Tao Zhixiang Ren AI4CE 121 85 0 14 Aug 2023
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models Sara Babakniya A. Elkordy Yahya H. Ezzeldin Qingfeng Liu Kee-Bong Song Mostafa El-Khamy Salman Avestimehr 76 73 0 12 Aug 2023
Towards Instance-adaptive Inference for Federated Learning Chunhui Feng Kai Yu Nian Liu Xinxing Xu Salman Khan W. Zuo FedML 73 12 0 11 Aug 2023
You Only Prompt Once: On the Capabilities of Prompt Learning on Large Language Models to Tackle Toxic Content Xinlei He Savvas Zannettou Yun Shen Yang Zhang CLL 53 43 0 10 Aug 2023
LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following Kaize Shi Xueyao Sun Dingxian Wang Yinlin Fu Guandong Xu Qing Li 86 4 0 09 Aug 2023
Storyfier: Exploring Vocabulary Learning Support with Text Generation Models Zhenhui Peng Xingbo Wang Qiushi Han Junkai Zhu Xiaojuan Ma Huamin Qu 112 25 0 07 Aug 2023
LoRA-FA: Memory-efficient Low-rank Adaptation for Large Language Models Fine-tuning Longteng Zhang Lin Zhang Shaoshuai Shi Xiaowen Chu Yue Liu AI4CE 76 109 0 07 Aug 2023
PromptSum: Parameter-Efficient Controllable Abstractive Summarization Mathieu Ravaut Hailin Chen Ruochen Zhao Chengwei Qin Shafiq Joty Nancy Chen 61 2 0 06 Aug 2023
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 90 4 0 06 Aug 2023
Pre-Trained Large Language Models for Industrial Control Lei Song Wei Shen Li Zhao Jiang Bian LM&Ro AI4CE 66 14 0 06 Aug 2023
Improving Generalization of Image Captioning with Unsupervised Prompt Learning Hongchen Wei Zhenzhong Chen VLM 83 3 0 05 Aug 2023
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification Hongwei Yao Jian Lou Kui Ren Zhan Qin AAML VLM 111 31 0 05 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 91 62 0 04 Aug 2023
Prompt2Gaussia: Uncertain Prompt-learning for Script Event Prediction Shiyao Cui Xin Cong Shuaiyi Nie Xuebin Wang Tingwen Liu Jinqiao Shi 55 0 0 04 Aug 2023
DualCoOp++: Fast and Effective Adaptation to Multi-Label Recognition with Limited Annotations Ping Hu Ximeng Sun Stan Sclaroff Kate Saenko VLM 110 24 0 03 Aug 2023
Thespian: Multi-Character Text Role-Playing Game Agents Christopher Cui Xiangyu Peng Mark O. Riedl LLMAG AI4CE 82 4 0 03 Aug 2023
Balanced Destruction-Reconstruction Dynamics for Memory-replay Class Incremental Learning Yuhang Zhou Jiangchao Yao Feng Hong Ya Zhang Yanfeng Wang 80 6 0 03 Aug 2023
Holy Grail 2.0: From Natural Language to Constraint Models Dimosthenis C. Tsouros Hélène Verhaeghe Serdar Kadiouglu Tias Guns 101 16 0 03 Aug 2023
Multimodal Neurons in Pretrained Text-Only Transformers Sarah Schwettmann Neil Chowdhury Samuel J. Klein David Bau Antonio Torralba MILM 92 32 0 03 Aug 2023
Multimodal Adaptation of CLIP for Few-Shot Action Recognition Jiazheng Xing Mengmeng Wang Xiaojun Hou Guangwen Dai Jingdong Wang Yong-Jin Liu VLM 70 0 0 03 Aug 2023
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Zhiqiang Yuan Junwei Liu Qiancheng Zi Wentai Deng Xin Peng Xin Peng ALM ELM LRM 98 83 0 02 Aug 2023
Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model Ka Leong Cheng Wenpo Song Zheng Ma Wenhao Zhu Zi-Yue Zhu Jianbing Zhang CLIP VLM 67 11 0 02 Aug 2023
LLMs4OL: Large Language Models for Ontology Learning Hamed Babaei Giglou Jennifer D'Souza Sören Auer 73 79 0 31 Jul 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Dong Li Yiran Zhong Yuchao Dai DiffM 145 29 0 31 Jul 2023
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction Zefa Hu Ziyi Ni Jing Shi Shuang Xu Bo Xu MedIm 88 2 0 30 Jul 2023
UnIVAL: Unified Model for Image, Video, Audio and Language Tasks Mustafa Shukor Corentin Dancette Alexandre Ramé Matthieu Cord MoMe MLLM 126 46 0 30 Jul 2023
Prompt Guided Transformer for Multi-Task Dense Prediction Yuxiang Lu Shalayiding Sirejiding Yue Ding Chunlin Wang Hongtao Lu 104 20 0 28 Jul 2023
Universal and Transferable Adversarial Attacks on Aligned Language Models Andy Zou Zifan Wang Nicholas Carlini Milad Nasr J. Zico Kolter Matt Fredrikson 411 1,530 0 27 Jul 2023