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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
Finetuning Text-to-Image Diffusion Models for Fairness Xudong Shen Chao Du Tianyu Pang Min Lin Yongkang Wong Mohan S. Kankanhalli 117 57 0 11 Nov 2023
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking Ruolin Su Ting-Wei Wu B. Juang 93 1 0 10 Nov 2023
Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization Weiyang Liu Zeju Qiu Yao Feng Yuliang Xiu Yuxuan Xue ... Songyou Peng Yandong Wen Michael J. Black Adrian Weller Bernhard Schölkopf 119 72 0 10 Nov 2023
Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking Lefteris Loukas Ilias Stogiannidis Odysseas Diamantopoulos Prodromos Malakasiotis Stavros Vassos 112 51 0 10 Nov 2023
Towards End-to-End Spoken Grammatical Error Correction Stefano Bannò Rao Ma Mengjie Qian Kate Knill Mark Gales 64 4 0 09 Nov 2023
Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks Haoyi Duan Yan Xia Mingze Zhou Li Tang Jieming Zhu Zhou Zhao VLM 70 21 0 09 Nov 2023
Prompt Your Mind: Refine Personalized Text Prompts within Your Mind Guinan Su Yanwu Yang Jie Guo ReLM AI4MH LRM 102 1 0 09 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David Clifton LM&MA 185 128 0 09 Nov 2023
On the steerability of large language models toward data-driven personas Junyi Li Ninareh Mehrabi Charith Peris Palash Goyal Kai-Wei Chang Aram Galstyan Richard Zemel Rahul Gupta 146 37 0 08 Nov 2023
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training Jiale Cheng Xiao Liu Kehan Zheng Pei Ke Hongning Wang Yuxiao Dong Jie Tang Minlie Huang 83 88 0 07 Nov 2023
PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models Haoran Li Dadi Guo Donghao Li Wei Fan Qi Hu Xin Liu Chunkit Chan Duanyi Yao Yuan Yao Yangqiu Song PILM 115 25 0 07 Nov 2023
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models Longteng Zhang Xiang Liu Zeyu Li Xinglin Pan Peijie Dong ... Rui Guo Xin Wang Qiong Luo Shaoshuai Shi Xiaowen Chu 88 9 0 07 Nov 2023
Instruct Me More! Random Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 77 19 0 07 Nov 2023
TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding Shuo Wang Jing Li Zibo Zhao Dongze Lian Binbin Huang Xiaomei Wang Zhengxin Li Shenghua Gao 84 5 0 06 Nov 2023
S-LoRA: Serving Thousands of Concurrent LoRA Adapters Ying Sheng Shiyi Cao Dacheng Li Coleman Hooper Nicholas Lee ... Banghua Zhu Lianmin Zheng Kurt Keutzer Joseph E. Gonzalez Ion Stoica MoE 88 98 0 06 Nov 2023
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Le Yu Yu Bowen Haiyang Yu Fei Huang Yongbin Li MoMe 146 337 0 06 Nov 2023
GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values Farnoosh Javadi Walid Ahmed Habib Hajimolahoseini Foozhan Ataiefard Mohammad Hassanpour Saina Asani Austin Wen Omar Mohamed Awad Kangling Liu Yang Liu VLM 111 8 0 06 Nov 2023
HIPTrack: Visual Tracking with Historical Prompts Wenrui Cai Qingjie Liu Yunhong Wang VLM 98 38 0 03 Nov 2023
Data-Free Distillation of Language Model by Text-to-Text Transfer Zheyuan Bai Xinduo Liu Hailin Hu Tianyu Guo Qinghua Zhang Yunhe Wang 78 2 0 03 Nov 2023
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images Zalan Fabian Zhongqi Miao Chunyuan Li Yuanhan Zhang Ziwei Liu ... Laura Siabatto Andrés Link Pablo Arbelaez Rahul Dodhia J. L. Ferres 111 11 0 02 Nov 2023
Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation Xue-mei Hu Ce Zhang Yi Zhang Bowen Hai Ke Yu Zhihai He MDE VLM 107 18 0 02 Nov 2023
Rethinking Decision Transformer via Hierarchical Reinforcement Learning Yi-An Ma Chenjun Xiao Hebin Liang Jianye Hao OffRL 75 8 0 01 Nov 2023
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions Taehyeon Kim Joonkee Kim Gihun Lee Se-Young Yun 109 14 0 01 Nov 2023
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection Thinh Phan Khoa T. Vo Duy Le Gianfranco Doretto Don Adjeroh Ngan Le VLM 93 12 0 01 Nov 2023
Modeling subjectivity (by Mimicking Annotator Annotation) in toxic comment identification across diverse communities Senjuti Dutta Sid Mittal Sherol Chen Deepak Ramachandran Ravi Rajakumar Ian D Kivlichan Sunny Mak Alena Butryna Praveen Paritosh University of Tennessee 117 7 0 01 Nov 2023
Learning From Mistakes Makes LLM Better Reasoner Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou Weizhu Chen LRM 124 82 0 31 Oct 2023
Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning Ruizhe Shi Yuyao Liu Yanjie Ze Simon S. Du Huazhe Xu OffRL RALM 120 23 0 31 Oct 2023
Improving Prompt Tuning with Learned Prompting Layers Wei Zhu Ming Tan VLM 125 1 0 31 Oct 2023
Strategies to Harness the Transformers' Potential: UNSL at eRisk 2023 Horacio Thompson L. Cagnina Marcelo Errecalde 31 4 0 30 Oct 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone Zeyinzi Jiang Chaojie Mao Ziyuan Huang Ao Ma Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 88 16 0 30 Oct 2023
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations Aleksandar Petrov Philip Torr Adel Bibi VPVLM 82 30 0 30 Oct 2023
LLMaAA: Making Large Language Models as Active Annotators Ruoyu Zhang Yanzeng Li Yongliang Ma Ming Zhou Lei Zou 115 74 0 30 Oct 2023
Adapter Pruning using Tropical Characterization Rishabh Bhardwaj Tushar Vaidya Soujanya Poria 43 0 0 30 Oct 2023
Fast Trainable Projection for Robust Fine-Tuning Junjiao Tian Yen-Cheng Liu James Seale Smith Z. Kira OOD 101 14 0 29 Oct 2023
On the Automatic Generation and Simplification of Children's Stories Maria Valentini Jennifer Weber Jesus Salcido Téa Wright Eliana Colunga Katharina Kann AI4Ed 67 5 0 27 Oct 2023
Parameter-Efficient Methods for Metastases Detection from Clinical Notes Maede Ashofteh Barabadi Xiaodan Zhu Wai-Yip Chan Amber L. Simpson Richard K G Do 96 1 0 27 Oct 2023
Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning Wenlong Deng Christos Thrampoulidis Xiaoxiao Li 140 12 0 27 Oct 2023
Entity Embeddings : Perspectives Towards an Omni-Modality Era for Large Language Models Eren Unlu Unver Ciftci 66 0 0 27 Oct 2023
MPrompt: Exploring Multi-level Prompt Tuning for Machine Reading Comprehension Guoxin Chen Yiming Qian Bowen Wang Liangzhi Li 59 7 0 27 Oct 2023
Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models Tsun-Hsuan Wang Alaa Maalouf Wei Xiao Yutong Ban Alexander Amini Guy Rosman S. Karaman Daniela Rus 78 46 0 26 Oct 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators Heng Yang Ke Li 85 19 0 26 Oct 2023
The Expressive Power of Low-Rank Adaptation Yuchen Zeng Kangwook Lee 134 66 0 26 Oct 2023
Orchestration of Emulator Assisted Mobile Edge Tuning for AI Foundation Models: A Multi-Agent Deep Reinforcement Learning Approach Wen-li Yu Terence Jie Chua Junfeng Zhao 59 2 0 26 Oct 2023
FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing Terence Jie Chua Wen-li Yu Junfeng Zhao Kwok-Yan Lam FedML 64 5 0 26 Oct 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors You-Ming Chang Chen Yeh Wei-Chen Chiu Ning Yu VPVLM VLM 154 30 0 26 Oct 2023
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning Ananth Balashankar Xiao Ma Aradhana Sinha Ahmad Beirami Yao Qin Jilin Chen Alex Beutel 73 2 0 25 Oct 2023
CL-MASR: A Continual Learning Benchmark for Multilingual ASR Luca Della Libera Pooneh Mousavi Salah Zaiem Cem Subakan Mirco Ravanelli AuLLM CLL 98 13 0 25 Oct 2023
MultiPrompter: Cooperative Prompt Optimization with Multi-Agent Reinforcement Learning Dong-Ki Kim Sungryull Sohn Lajanugen Logeswaran Dongsub Shim Honglak Lee LLMAG 85 1 0 25 Oct 2023
PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization Xinyuan Wang Chenxi Li Zhen Wang Fan Bai Haotian Luo Jiayou Zhang Nebojsa Jojic Eric P. Xing Zhiting Hu 155 126 0 25 Oct 2023
Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models Raymond Li Gabriel Murray Giuseppe Carenini MoE 83 2 0 24 Oct 2023