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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
Class-Incremental Grouping Network for Continual Audio-Visual Learning Shentong Mo Weiguo Pian Yapeng Tian CLL VLM 89 26 0 11 Sep 2023
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning Zhengxiang Shi Aldo Lipani VLM 129 35 0 11 Sep 2023
Prompt Learning With Knowledge Memorizing Prototypes For Generalized Few-Shot Intent Detection Chaiyut Luoyiching Yongqian Li Hai-Tao Zheng Rongsheng Li Hai-Tao Zheng Nannan Zhou Hanjing Su CLL 94 0 0 10 Sep 2023
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning Xinyi Wang John Wieting J. Clark CLL ALM 70 2 0 09 Sep 2023
Efficient Finetuning Large Language Models For Vietnamese Chatbot Vu-Thuan Doan Quoc-Truong Truong Duc-Vu Nguyen Vinh-Tiep Nguyen Thuy-Ngan Nguyen Luu ALM 61 5 0 09 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 59 2 0 08 Sep 2023
LanSER: Language-Model Supported Speech Emotion Recognition Taesik Gong Joshua Belanich Krishna Somandepalli Arsha Nagrani B. Eoff Brendan Jou 74 10 0 07 Sep 2023
Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences S. Koneru Jian Wu Sarah Rajtmajer 117 9 0 07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models Masahiro Suzuki Masanori Hirano Hiroki Sakaji 104 6 0 07 Sep 2023
Large Language Models as Optimizers Chengrun Yang Xuezhi Wang Yifeng Lu Hanxiao Liu Quoc V. Le Denny Zhou Xinyun Chen ODL 166 435 0 07 Sep 2023
Distribution-Aware Prompt Tuning for Vision-Language Models Eulrang Cho Jooyeon Kim Hyunwoo J. Kim VPVLM VLM 59 23 0 06 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 92 50 0 06 Sep 2023
Delta-LoRA: Fine-Tuning High-Rank Parameters with the Delta of Low-Rank Matrices Bojia Zi Xianbiao Qi Lingzhi Wang Jianan Wang Kam-Fai Wong Lei Zhang 96 48 0 05 Sep 2023
CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning Hongyu Hu Jiyuan Zhang Minyi Zhao Zhenbang Sun MLLM 82 49 0 05 Sep 2023
Enhance Multi-domain Sentiment Analysis of Review Texts through Prompting Strategies Yajing Wang Zongwei Luo LRM 45 5 0 05 Sep 2023
Data-Juicer: A One-Stop Data Processing System for Large Language Models Daoyuan Chen Yilun Huang Zhijian Ma Hesen Chen Xuchen Pan ... Zhaoyang Liu Jinyang Gao Yaliang Li Bolin Ding Jingren Zhou SyDa VLM 105 43 0 05 Sep 2023
Donkii: Can Annotation Error Detection Methods Find Errors in Instruction-Tuning Datasets? Leon Weber-Genzel Robert Litschko Ekaterina Artemova Barbara Plank 103 2 0 04 Sep 2023
Memory Efficient Optimizers with 4-bit States Bingrui Li Jianfei Chen Jun Zhu MQ 109 40 0 04 Sep 2023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models Qiong Wu Wei Yu Yiyi Zhou Shubin Huang Xiaoshuai Sun Rongrong Ji VLM 88 7 0 04 Sep 2023
Large AI Model Empowered Multimodal Semantic Communications Feibo Jiang Yubo Peng Li Dong Kezhi Wang Kun Yang Cunhua Pan Xiaohu You 101 47 0 03 Sep 2023
LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models Cheng Shi Sibei Yang VLM 93 21 0 03 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 140 612 0 02 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 126 136 0 01 Sep 2023
Image Hijacks: Adversarial Images can Control Generative Models at Runtime Luke Bailey Euan Ong Stuart J. Russell Scott Emmons VLM MLLM 114 89 0 01 Sep 2023
Large language models in medicine: the potentials and pitfalls J. Omiye Haiwen Gui Shawheen J. Rezaei James Zou Roxana Daneshjou LM&MA 102 82 0 31 Aug 2023
Introducing Language Guidance in Prompt-based Continual Learning Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool D. Stricker F. Tombari Muhammad Zeshan Afzal VLM CLL 105 51 0 30 Aug 2023
Quantifying and Analyzing Entity-level Memorization in Large Language Models Zhenhong Zhou Jiuyang Xiang Chao-Yi Chen Sen Su PILM 93 12 0 30 Aug 2023
Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation Fu-En Yang Chien-Yi Wang Yu-Chiang Frank Wang VLM FedML 112 69 0 29 Aug 2023
TaskLAMA: Probing the Complex Task Understanding of Language Models Quan Yuan Mehran Kazemi Xinyuan Xu Isaac Noble Vaiva Imbrasaite Deepak Ramachandran LRM 68 12 0 29 Aug 2023
Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering Angus Addlesee Weronika Sieiñska Nancie Gunson Daniel Hernández García Christian Dondrup Oliver Lemon 48 21 0 29 Aug 2023
CEFHRI: A Communication Efficient Federated Learning Framework for Recognizing Industrial Human-Robot Interaction Umar Khalid Hasan Iqbal Saeed Vahidian Jing Hua Chong Chen 67 3 0 29 Aug 2023
Read-only Prompt Optimization for Vision-Language Few-shot Learning Dongjun Lee Seokwon Song Jihee G. Suh Joonmyeong Choi S. Lee Hyunwoo J.Kim VLM 89 45 0 29 Aug 2023
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts Thanh Thi Nguyen Campbell Wilson Janis Dalins 49 25 0 28 Aug 2023
Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance Lefteris Loukas Ilias Stogiannidis Prodromos Malakasiotis Stavros Vassos 81 23 0 28 Aug 2023
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory Haiwen Diao Bo Wan Yanzhe Zhang Xuecong Jia Huchuan Lu Long Chen VLM 83 19 0 28 Aug 2023
Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models Kaiyuan Gao Su He Zhenyu He Jiacheng Lin Qizhi Pei Jie Shao Wei Zhang LM&MA SyDa 70 5 0 27 Aug 2023
LMSanitator: Defending Prompt-Tuning Against Task-Agnostic Backdoors Chengkun Wei Wenlong Meng Zhikun Zhang M. Chen Ming-Hui Zhao Wenjing Fang Lei Wang Zihui Zhang Wenzhi Chen AAML 70 11 0 26 Aug 2023
Rethinking Language Models as Symbolic Knowledge Graphs Vishwas Mruthyunjaya Pouya Pezeshkpour Estevam R. Hruschka Nikita Bhutani ELM ALM 41 12 0 25 Aug 2023
Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities Maximilian Mozes Xuanli He Bennett Kleinberg Lewis D. Griffin 87 87 0 24 Aug 2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation Haibo Jin Haoxuan Che Yi Lin Haoxing Chen MedIm 113 67 0 24 Aug 2023
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval Yuan. Yuan Yangfan Zhan Zhitong Xiong VLM 87 47 0 24 Aug 2023
Evaluation of Faithfulness Using the Longest Supported Subsequence Anirudh Mittal Timo Schick Mikel Artetxe Jane Dwivedi-Yu ALM 59 0 0 23 Aug 2023
Manipulating Embeddings of Stable Diffusion Prompts Niklas Deckers Julia Peters Martin Potthast DiffM 106 9 0 23 Aug 2023
IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning Feiyu F. Zhang Liangzhi Li Jun-Cheng Chen Zhouqian Jiang Bowen Wang Yiming Qian 97 38 0 23 Aug 2023
Knowledge-injected Prompt Learning for Chinese Biomedical Entity Normalization Songhua Yang Chenghao Zhang Hongfei Xu Yuxiang Jia MedIm 45 0 0 23 Aug 2023
Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models Baoshuo Kan Teng Wang Wenpeng Lu Xiantong Zhen Weili Guan Feng Zheng VPVLM VLM 92 26 0 22 Aug 2023
LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning Jun Lu Lei Yu Xiaojia Li Li Yang Chun Zuo ALM 89 80 0 22 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Leilei Gan Guoyin Wang LM&MA 119 611 0 21 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 139 441 0 21 Aug 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Martin Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 98 36 0 21 Aug 2023