v1v2 (latest)

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
In-Context Learning Creates Task Vectors Roee Hendel Mor Geva Amir Globerson 128 168 0 24 Oct 2023
Unnatural language processing: How do language models handle machine-generated prompts? Corentin Kervadec Francesca Franzon Marco Baroni 71 5 0 24 Oct 2023
Improving generalization in large language models by learning prefix subspaces Louis Falissard Vincent Guigue Laure Soulier 57 1 0 24 Oct 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification Tannon Kew Alison Chi Laura Vásquez-Rodríguez Sweta Agrawal Dennis Aumiller Fernando Alva-Manchego Teven Le Scao 97 26 0 24 Oct 2023
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules Chaojun Xiao Yuqi Luo Wenbin Zhang Pengle Zhang Xu Han ... Zhengyan Zhang Ruobing Xie Zhiyuan Liu Maosong Sun Jie Zhou 85 1 0 24 Oct 2023
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 110 12 0 24 Oct 2023
Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation Jason Samuel Lucas Adaku Uchendu Michiharu Yamashita Jooyoung Lee Shaurya Rohatgi Dongwon Lee 98 48 0 24 Oct 2023
A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models Yuanfeng Song Yuanqin He Xuefang Zhao Hanlin Gu Di Jiang Haijun Yang Lixin Fan Qiang Yang 83 6 0 24 Oct 2023
Interpreting Answers to Yes-No Questions in User-Generated Content Shivam Mathur Keun Hee Park Dhivya Chinnappa Saketh Kotamraju Eduardo Blanco 51 0 0 24 Oct 2023
ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles S. Petridis Benjamin D. Wedin James Wexler Aaron Donsbach Mahima Pushkarna Nitesh Goyal Carrie J. Cai Michael Terry 72 34 0 24 Oct 2023
AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models Sicheng Zhu Ruiyi Zhang Bang An Gang Wu Joe Barrow Zichao Wang Furong Huang A. Nenkova Tong Sun SILM AAML 92 49 0 23 Oct 2023
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models Gabriel H. Sarch Yue Wu Michael J. Tarr Katerina Fragkiadaki LM&Ro LLMAG 121 19 0 23 Oct 2023
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization Tianshi Che Ji Liu Yang Zhou Jiaxiang Ren Jiwen Zhou Victor S. Sheng H. Dai Dejing Dou 96 56 0 23 Oct 2023
Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation Tianqi Zhong Quan Wang Jingxuan Han Yongdong Zhang Zhendong Mao 104 9 0 23 Oct 2023
ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt Mouxiang Chen Zemin Liu Chenghao Liu Jundong Li Qiheng Mao Jianling Sun AAML 95 14 0 23 Oct 2023
Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition Yige Xu Zhiwei Zeng Zhiqi Shen VLM 84 3 0 23 Oct 2023
Vision Language Models in Autonomous Driving: A Survey and Outlook Xingcheng Zhou Mingyu Liu Ekim Yurtsever B. L. Žagar Walter Zimmer Hu Cao Alois C. Knoll VLM 113 61 0 22 Oct 2023
Prompt-based Grouping Transformer for Nucleus Detection and Classification Junjia Huang Haofeng Li Weijun Sun Xiang Wan Guanbin Li ViT MedIm 58 2 0 22 Oct 2023
Orthogonal Subspace Learning for Language Model Continual Learning Xiao Wang Tianze Chen Qiming Ge Han Xia Rong Bao Rui Zheng Qi Zhang Tao Gui Xuanjing Huang CLL 168 114 0 22 Oct 2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models Pierre Colombo Victor Pellegrain Malik Boudiaf Victor Storchan Myriam Tami Ismail Ben Ayed C´eline Hudelot Pablo Piantanida 101 8 0 21 Oct 2023
On Bilingual Lexicon Induction with Large Language Models Yaoyiran Li Anna Korhonen Ivan Vulić 88 3 0 21 Oct 2023
HateRephrase: Zero- and Few-Shot Reduction of Hate Intensity in Online Posts using Large Language Models Vibhor Agarwal Yu Chen Nishanth R. Sastry 55 6 0 21 Oct 2023
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering Yuduo Wang Pedram Ghamisi 73 6 0 19 Oct 2023
Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning Han Zhou Xingchen Wan Ivan Vulić Anna Korhonen LLMAG 76 17 0 19 Oct 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompt Gangwei Jiang Caigao Jiang Siqiao Xue James Y. Zhang Junqing Zhou Defu Lian Ying Wei VLM 77 7 0 19 Oct 2023
Co $^2$ PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning Xiangjue Dong Ziwei Zhu Zhuoer Wang Maria Teleki James Caverlee 120 11 0 19 Oct 2023
PoisonPrompt: Backdoor Attack on Prompt-based Large Language Models Hongwei Yao Jian Lou Zhan Qin SILM AAML 153 37 0 19 Oct 2023
Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling Yaqing Wang Jialin Wu T. Dabral Jiageng Zhang Geoff Brown ... Frederick Liu Yi Liang Bo Pang Michael Bendersky Radu Soricut VLM 84 16 0 18 Oct 2023
Quantifying Privacy Risks of Prompts in Visual Prompt Learning Yixin Wu Rui Wen Michael Backes Pascal Berrang Mathias Humbert Yun Shen Yang Zhang AAML VPVLM 112 10 0 18 Oct 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs Jiefeng Chen Chang Jo Kim Sayna Ebrahimi Sercan O. Arik Tomas Pfister Somesh Jha 62 33 0 18 Oct 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning Hao Zhao Jie Fu Zhaofeng He 167 6 0 18 Oct 2023
Group Preference Optimization: Few-Shot Alignment of Large Language Models Siyan Zhao John Dang Aditya Grover 91 30 0 17 Oct 2023
Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning Rui Wen Tianhao Wang Michael Backes Yang Zhang Ahmed Salem AAML 83 11 0 17 Oct 2023
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting Melanie Sclar Yejin Choi Yulia Tsvetkov Alane Suhr 119 362 0 17 Oct 2023
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language Models Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang 135 1 0 17 Oct 2023
Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters Gyuseong Lee Wooseok Jang Jin Hyeon Kim Jaewoo Jung Seungryong Kim MoE OOD 72 4 0 17 Oct 2023
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails Traian Rebedea R. Dinu Makesh Narsimhan Sreedhar Christopher Parisien Jonathan Cohen KELM 119 152 0 16 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 118 45 0 16 Oct 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization Yao Xiao Lu Xu Jiaxi Li Wei Lu Xiaoli Li VLM 81 7 0 16 Oct 2023
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models? Yu-Lin Tsai Chia-Yi Hsu Chulin Xie Chih-Hsun Lin Jia-You Chen Yue Liu Pin-Yu Chen Chia-Mu Yu Chun-ying Huang DiffM 123 90 0 16 Oct 2023
Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model H. Deng Colin Raffel 136 46 0 14 Oct 2023
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents Hyungjoo Chae Yongho Song Kai Tzu-iunn Ong Taeyoon Kwon Minjin Kim Youngjae Yu Dongha Lee Dongyeop Kang Jinyoung Yeo LRM 88 42 0 13 Oct 2023
ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction Jianghao Lin Bo Chen Hangyu Wang Yunjia Xi Yanru Qu Xinyi Dai Kangning Zhang Ruiming Tang Yong Yu Weinan Zhang 185 34 0 13 Oct 2023
Federated Class-Incremental Learning with Prompting Jiale Liu Yu-Wei Zhan Chong-Yu Zhang Xin Luo Zhen-Duo Chen Yinwei Wei CLL FedML 86 3 0 13 Oct 2023
Search-Adaptor: Embedding Customization for Information Retrieval Chang Jo Kim Sercan O. Arik Yanfei Chen Tomas Pfister 99 2 0 12 Oct 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science Yu Song Santiago Miret Huan Zhang Bang Liu ALM 63 24 0 12 Oct 2023
AutoVP: An Automated Visual Prompting Framework and Benchmark Hsi-Ai Tsao Lei Hsiung Pin-Yu Chen Sijia Liu Tsung-Yi Ho VLM 92 22 0 12 Oct 2023
Impact of Co-occurrence on Factual Knowledge of Large Language Models Cheongwoong Kang Jaesik Choi KELM 91 18 0 12 Oct 2023
Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles Can Cui Yunsheng Ma Xu Cao Wenqian Ye Ziran Wang 97 91 0 12 Oct 2023
Prompt Backdoors in Visual Prompt Learning Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang VLM VPVLM AAML SILM 79 2 0 11 Oct 2023