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WARP: Word-level Adversarial ReProgramming

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

1 January 2021

Papers citing "WARP: Word-level Adversarial ReProgramming"

50 / 209 papers shown

Title
Global Prompt Cell: A Portable Control Module for Effective Prompt TuningNatural Language Processing and Chinese Computing (NLPCC), 2023 Chi-Liang Liu Hao Wang Nuwa Xi Sendong Zhao Bing Qin VLM 148 2 0 12 Apr 2023
Similarity-Aware Multimodal Prompt Learning for Fake News DetectionInformation Sciences (Inf. Sci.), 2023 Ye Jiang Xiaomin Yu Yimin Wang Xiaoman Xu Xingyi Song Diana Maynard 211 36 0 09 Apr 2023
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-TuningFindings (Findings), 2023 Lifu Tu Jin Qu Semih Yavuz Shafiq Joty Wenhao Liu Caiming Xiong Yingbo Zhou 227 11 0 03 Apr 2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Vladislav Lialin Vijeta Deshpande Anna Rumshisky 163 220 0 28 Mar 2023
Fairness-guided Few-shot Prompting for Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Huan Ma Changqing Zhang Yatao Bian Lemao Liu Zhirui Zhang P. Zhao Shu Zhen Zhang Huazhu Fu Qinghua Hu Bing Wu LLMAG LRM 136 55 0 23 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A SurveyMachine Intelligence Research (MIR), 2023 Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 150 29 0 14 Mar 2023
From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need Ziqing Yang Zeyang Sha Michael Backes Yang Zhang VPVLM VLM 111 4 0 09 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token ModelingArtificial Intelligence (AIJ), 2023 Ning Liao Bowen Shi Xiaopeng Zhang Min Cao Junchi Yan Qi Tian VLM 170 8 0 09 Mar 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 244 168 0 24 Feb 2023
Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?International Conference on Machine Learning (ICML), 2023 Ruisi Cai Zhenyu Zhang Zhangyang Wang AAML OOD 171 15 0 24 Feb 2023
Active Prompting with Chain-of-Thought for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 242 172 0 23 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 305 96 0 22 Feb 2023
Mask-guided BERT for Few Shot Text ClassificationNeurocomputing (Neurocomputing), 2023 Wenxiong Liao Zheng Liu Haixing Dai Zihao Wu Yiyang Zhang ... Dajiang Zhu Tianming Liu Sheng Li Xiang Li Hongmin Cai VLM 203 49 0 21 Feb 2023
Scalable Prompt Generation for Semi-supervised Learning with Language ModelsFindings (Findings), 2023 Yuhang Zhou Suraj Maharjan Bei Liu VLM 134 15 0 18 Feb 2023
LabelPrompt: Effective Prompt-based Learning for Relation ClassificationAsian Conference on Machine Learning (ACML), 2023 Weinan Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 157 5 0 16 Feb 2023
Distinguishability Calibration to In-Context LearningFindings (Findings), 2023 Hongjing Li Hanqi Yan Yanran Li Li Qian Yulan He Lin Gui 119 3 0 13 Feb 2023
Evaluating the Robustness of Discrete PromptsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Yoichi Ishibashi Danushka Bollegala Katsuhito Sudoh Satoshi Nakamura 119 20 0 11 Feb 2023
Large Language Models for Code: Security Hardening and Adversarial TestingConference on Computer and Communications Security (CCS), 2023 Jingxuan He Martin Vechev ELM AAML 253 178 0 10 Feb 2023
From English to More Languages: Parameter-Efficient Model Reprogramming for Cross-Lingual Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Chao-Han Huck Yang Yue Liu Yu Zhang Nanxin Chen Rohit Prabhavalkar Tara N. Sainath Trevor Strohman 122 30 0 19 Jan 2023
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning M Saiful Bari Aston Zhang Shuai Zheng Xingjian Shi Yi Zhu Shafiq Joty Mu Li RALM VLM VPVLM LRM 147 5 0 21 Dec 2022
Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Weijia Shi Xiaochuang Han Hila Gonen Ari Holtzman Yulia Tsvetkov Luke Zettlemoyer 141 56 0 20 Dec 2022
Controlling Styles in Neural Machine Translation with Activation PromptAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yifan Wang Zewei Sun Shanbo Cheng Weiguo Zheng Mingxuan Wang 128 10 0 17 Dec 2022
Decoder Tuning: Efficient Language Understanding as DecodingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ganqu Cui Wentao Li Ning Ding Longtao Huang Zhiyuan Liu Maosong Sun 154 7 0 16 Dec 2022
Prompting PaLM for Translation: Assessing Strategies and PerformanceAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 243 193 0 16 Nov 2022
Music Instrument Classification ReprogrammedConference on Multimedia Modeling (MMM), 2022 Hsin-Hung Chen Alexander Lerch 141 4 0 15 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 221 32 0 06 Nov 2022
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot LearningInternational Conference on Machine Learning (ICML), 2022 Yu Meng Martin Michalski Jiaxin Huang Yu Zhang Tarek Abdelzaher Jiawei Han VLM 180 52 0 06 Nov 2022
Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing Yibo Wang Congying Xia Guan Wang Philip Yu 124 6 0 04 Nov 2022
Low-Resource Music Genre Classification with Cross-Modal Neural Model ReprogrammingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yun-Ning Hung Chao-Han Huck Yang Pin-Yu Chen Alexander Lerch 184 21 0 02 Nov 2022
Watermarking for Out-of-distribution DetectionNeural Information Processing Systems (NeurIPS), 2022 Qizhou Wang Yifan Zhang Yonggang Zhang Jing Zhang Chen Gong Tongliang Liu Bo Han OODD 132 36 0 27 Oct 2022
Generative Prompt Tuning for Relation ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Jiale Han Shuai Zhao Bo Cheng Shengkun Ma Wei Lu VLM 145 30 0 22 Oct 2022
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Lifu Tu Caiming Xiong Yingbo Zhou VLM AAML LRM 251 30 0 22 Oct 2022
Surgical Fine-Tuning Improves Adaptation to Distribution ShiftsInternational Conference on Learning Representations (ICLR), 2022 Yoonho Lee Annie S. Chen Fahim Tajwar Ananya Kumar Huaxiu Yao Abigail Z. Jacobs Chelsea Finn OOD 210 244 0 20 Oct 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Shuo Xie Jiahao Qiu Ankita Pasad Li Du Qing Qu Hongyuan Mei 160 16 0 18 Oct 2022
Tiny-Attention Adapter: Contexts Are More Important Than the Number of ParametersConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hongyu Zhao Hao Tan Hongyuan Mei MoE 149 18 0 18 Oct 2022
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts Cicero Nogueira dos Santos Zhe Dong Daniel Cer John Nham Siamak Shakeri Jianmo Ni Yun-hsuan Sung VLM KELM 148 9 0 10 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain AdaptationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xu Guo Boyang Albert Li Han Yu VLM 225 24 0 06 Oct 2022
Reprogramming Pretrained Language Models for Antibody Sequence InfillingInternational Conference on Machine Learning (ICML), 2022 Igor Melnyk Vijil Chenthamarakshan Pin-Yu Chen Payel Das Amit Dhurandhar Inkit Padhi Devleena Das 107 38 0 05 Oct 2022
MetaPrompting: Learning to Learn Better PromptsInternational Conference on Computational Linguistics (COLING), 2022 Yutai Hou Hongyuan Dong Xinghao Wang Bohan Li Wanxiang Che VLM 98 40 0 23 Sep 2022
Fairness ReprogrammingNeural Information Processing Systems (NeurIPS), 2022 Guanhua Zhang Yihua Zhang Yang Zhang Wenqi Fan Qing Li Sijia Liu Shiyu Chang AAML 462 42 0 21 Sep 2022
A Few-shot Approach to Resume Information Extraction via PromptsInternational Conference on Applications of Natural Language to Data Bases (NLDB), 2022 Chengguang Gan Tatsunori Mori 54 11 0 20 Sep 2022
FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Haodong Zhao Wei Du Fang Li Peixuan Li Gongshen Liu FedML 116 100 0 25 Aug 2022
PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation ModelIEEE Transactions on Mobile Computing (IEEE TMC), 2022 Tao Guo Song Guo Junxiao Wang Wenchao Xu FedML VLM LRM 148 171 0 24 Aug 2022
Improving Task Generalization via Unified Schema PromptAI Open (AO), 2022 Wanjun Zhong Yifan Gao Ning Ding Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 128 9 0 05 Aug 2022
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation Jingjie Yi Deqing Yang Siyu Yuan Caiyan Cao Zhiyao Zhang Yanghua Xiao 104 12 0 27 Jul 2022
STT: Soft Template Tuning for Few-Shot Adaptation Ping Yu Wei Wang Chunyuan Li Ruiyi Zhang Zhanpeng Jin Changyou Chen VLM 57 0 0 18 Jul 2022
Meta-Learning the Difference: Preparing Large Language Models for Efficient AdaptationTransactions of the Association for Computational Linguistics (TACL), 2022 Zejiang Hou Julian Salazar George Polovets 146 19 0 07 Jul 2022
Probing via PromptingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Jiaoda Li Robert Bamler Mrinmaya Sachan 171 14 0 04 Jul 2022
Adversarial Reprogramming RevisitedNeural Information Processing Systems (NeurIPS), 2022 Matthias Englert R. Lazic AAML 147 12 0 07 Jun 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Mingkai Deng Jianyu Wang Cheng-Ping Hsieh Yihan Wang Han Guo Tianmin Shu Meng Song Eric Xing Zhiting Hu 213 408 0 25 May 2022