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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
Training Chain-of-Thought via Latent-Variable Inference Du Phan Matthew D. Hoffman David Dohan Sholto Douglas Tuan Anh Le Aaron T Parisi Pavel Sountsov Charles Sutton Sharad Vikram Rif A. Saurous BDL ReLM LRM 111 31 0 28 Nov 2023
Unified-modal Salient Object Detection via Adaptive Prompt Learning Kunpeng Wang Chenglong Li Zhengzheng Tu Zhengyi Liu Bin Luo 93 2 0 28 Nov 2023
Conditional Prompt Tuning for Multimodal Fusion Ruixia Jiang Lingbo Liu Changwen Chen 90 0 0 28 Nov 2023
Graph Prompt Learning: A Comprehensive Survey and Beyond Xiangguo Sun Jiawen Zhang Xixi Wu Hong Cheng Yun Xiong Jia Li 122 58 0 28 Nov 2023
Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning Huanjin Yao Wenhao Wu Zhiheng Li VLM 135 10 0 27 Nov 2023
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models Xinyu Tian Shu Zou Zhaoyuan Yang Jing Zhang VLM 97 25 0 27 Nov 2023
DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer Junyuan Hong Jiachen T. Wang Chenhui Zhang Zhangheng Li Yue Liu Zhangyang Wang 136 39 0 27 Nov 2023
Regularization by Texts for Latent Diffusion Inverse Solvers Jeongsol Kim Geon Yeong Park Hyungjin Chung Jong Chul Ye AI4CE 183 16 0 27 Nov 2023
Generalized Graph Prompt: Toward a Unification of Pre-Training and Downstream Tasks on Graphs Xingtong Yu Zhenghao Liu Yuan Fang Zemin Liu Sihong Chen Xinming Zhang 127 31 0 26 Nov 2023
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP Jiawang Bai Kuofeng Gao Shaobo Min Shu-Tao Xia Zhifeng Li Wei Liu VLM 127 45 0 26 Nov 2023
ID-like Prompt Learning for Few-Shot Out-of-Distribution Detection Yichen Bai Zongbo Han Changqing Zhang Bing Cao Xiaoheng Jiang Qinghua Hu OODD 118 21 0 26 Nov 2023
Paragraph-to-Image Generation with Information-Enriched Diffusion Model Weijia Wu Zhuang Li Yefei He Mike Zheng Shou Chunhua Shen Lele Cheng Yan Li Yan Li Di Zhang VLM 243 25 0 24 Nov 2023
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding Peng Xia Xingtong Yu Ming Hu Lie Ju Zhiyong Wang Peibo Duan Zongyuan Ge VLM 140 13 0 23 Nov 2023
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models Thomas P. Zollo Todd Morrill Zhun Deng Jake C. Snell T. Pitassi Richard Zemel 110 9 0 22 Nov 2023
LM-Cocktail: Resilient Tuning of Language Models via Model Merging Shitao Xiao Zheng Liu Peitian Zhang Xingrun Xing MoMe KELM 158 28 0 22 Nov 2023
ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization Prateek Yadav Leshem Choshen Colin Raffel Mohit Bansal 93 14 0 22 Nov 2023
Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper Chengyu Wang Junbing Yan Wei Zhang Jun Huang ALM 93 4 0 22 Nov 2023
NeuroPrompts: An Adaptive Framework to Optimize Prompts for Text-to-Image Generation Shachar Rosenman Vasudev Lal Phillip Howard DiffM 73 5 0 20 Nov 2023
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning Han Guo P. Greengard Eric P. Xing Yoon Kim MQ 148 57 0 20 Nov 2023
Sparse Low-rank Adaptation of Pre-trained Language Models Ning Ding Xingtai Lv Qiaosen Wang Yulin Chen Bowen Zhou Zhiyuan Liu Maosong Sun 88 71 0 20 Nov 2023
Towards Few-shot Out-of-Distribution Detection Jiuqing Dong Yongbin Gao Heng Zhou Jun Cen Yifan Yao Sook Yoon Park Dong Sun OODD 79 2 0 20 Nov 2023
GeoSAM: Fine-tuning SAM with Sparse and Dense Visual Prompting for Automated Segmentation of Mobility Infrastructure Rafi Ibn Sultan Chengyin Li Hui Zhu Prashant Khanduri Marco Brocanelli Dongxiao Zhu VLM 75 3 0 19 Nov 2023
Active Prompt Learning in Vision Language Models Jihwan Bang Sumyeong Ahn Jae-Gil Lee VLM 77 14 0 18 Nov 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning Clifton A. Poth Hannah Sterz Indraneil Paul Sukannya Purkayastha Leon Arne Engländer Timo Imhof Ivan Vulić Sebastian Ruder Iryna Gurevych Jonas Pfeiffer 101 53 0 18 Nov 2023
Towards Robust and Accurate Visual Prompting Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang VPVLM VLM 70 3 0 18 Nov 2023
Token-Level Adaptation of LoRA Adapters for Downstream Task Generalization Joshua Belofsky MoMe 66 13 0 17 Nov 2023
Camels in a Changing Climate: Enhancing LM Adaptation with Tulu 2 Hamish Ivison Yizhong Wang Valentina Pyatkin Nathan Lambert Matthew E. Peters ... Joel Jang David Wadden Noah A. Smith Iz Beltagy Hanna Hajishirzi ALM ELM 135 194 0 17 Nov 2023
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Hong Liu Yucheng Cai Yuan Zhou Zhijian Ou Yi Huang Junlan Feng CLL 95 2 0 17 Nov 2023
Characterizing Tradeoffs in Language Model Decoding with Informational Interpretations Chung-Ching Chang William W. Cohen Yun-hsuan Sung 41 0 0 16 Nov 2023
Language Generation from Brain Recordings Ziyi Ye Qingyao Ai Yiqun Liu Maarten de Rijke Min Zhang Christina Lioma Tuukka Ruotsalo 47 0 0 16 Nov 2023
To be or not to be? an exploration of continuously controllable prompt engineering Yuhan Sun Mukai Li Yixin Cao Kun Wang Wenxiao Wang Xingyu Zeng Rui Zhao LLMAG 48 3 0 16 Nov 2023
Do Physicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation Zonghai Yao Ahmed Jaafar Beining Wang Zhichao Yang Hong-ye Yu LM&MA 89 3 0 16 Nov 2023
Automatic Engineering of Long Prompts Cho-Jui Hsieh Si Si Felix X. Yu Inderjit S. Dhillon VLM 96 9 0 16 Nov 2023
Strings from the Library of Babel: Random Sampling as a Strong Baseline for Prompt Optimisation Yao Lu Jiayi Wang Raphael Tang Sebastian Riedel Pontus Stenetorp 67 2 0 16 Nov 2023
Investigating the Emergent Audio Classification Ability of ASR Foundation Models Rao Ma Adian Liusie Mark Gales Kate Knill 106 11 0 15 Nov 2023
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization Alexandra Chronopoulou Jonas Pfeiffer Joshua Maynez Xinyi Wang Sebastian Ruder Priyanka Agrawal MoMe 92 18 0 15 Nov 2023
SiRA: Sparse Mixture of Low Rank Adaptation Yun Zhu Nevan Wichers Chu-Cheng Lin Xinyi Wang Tianlong Chen ... Han Lu Canoee Liu Liangchen Luo Jindong Chen Lei Meng MoE 85 28 0 15 Nov 2023
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation Xiaozhi Wang Hao Peng Yong Guan Kaisheng Zeng Jianhui Chen ... Yankai Lin Zhiyuan Liu Ruobing Xie Jie Zhou Juanzi Li 106 5 0 15 Nov 2023
PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models HyunJin Kim Young Jin Kim Jinyeong Bak KELM 98 1 0 14 Nov 2023
Low-Rank Adaptation for Multilingual Summarization: An Empirical Study Chenxi Whitehouse Fantine Huot Jasmijn Bastings Mostafa Dehghani Chu-Cheng Lin Mirella Lapata 69 9 0 14 Nov 2023
Human-Centric Autonomous Systems With LLMs for User Command Reasoning Yi Yang Qingwen Zhang Ci Li Daniel Simoes Marta Nazre Batool John Folkesson LRM 125 30 0 14 Nov 2023
Vision-Language Instruction Tuning: A Review and Analysis Chen Li Yixiao Ge Dian Li Ying Shan VLM 111 12 0 14 Nov 2023
On the Analysis of Cross-Lingual Prompt Tuning for Decoder-based Multilingual Model Nohil Park Joonsuk Park Kang Min Yoo Sungroh Yoon 83 3 0 14 Nov 2023
Generalization Analogies: A Testbed for Generalizing AI Oversight to Hard-To-Measure Domains Joshua Clymer Garrett Baker Rohan Subramani Sam Wang 110 6 0 13 Nov 2023
Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue Junkai Zhou Liang Pang Huawei Shen Xueqi Cheng LRM 77 6 0 13 Nov 2023
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu Changmin Lee Hojin Lee Sungroh Yoon 148 0 0 13 Nov 2023
Prompt have evil twins Rimon Melamed Lucas H. McCabe T. Wakhare Yejin Kim H. H. Huang Enric Boix-Adsera 72 3 0 13 Nov 2023
Tunable Soft Prompts are Messengers in Federated Learning Chenhe Dong Yuexiang Xie Bolin Ding Ying Shen Yaliang Li FedML 84 8 0 12 Nov 2023
Aggregate, Decompose, and Fine-Tune: A Simple Yet Effective Factor-Tuning Method for Vision Transformer Dongping Chen 69 3 0 12 Nov 2023
Simple and Effective Input Reformulations for Translation Brian Yu Hansen Lillemark Kurt Keutzer 82 0 0 12 Nov 2023