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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
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Mozhdeh Gheini Xuezhe Ma Jonathan May 113 8 0 25 May 2022
Structured Prompt Tuning Chi-Liang Liu Hung-yi Lee Anuj Kumar 99 3 0 24 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiao Liu Heyan Huang Ge Shi Bo Wang 86 111 0 12 May 2022
Clinical Prompt Learning with Frozen Language Models Niall Taylor Yi Zhang Dan W Joyce A. Nevado-Holgado Andrey Kormilitzin VLM LM&MA 99 37 0 11 May 2022
ProQA: Structural Prompt-based Pre-training for Unified Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 123 37 0 09 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt TuningAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 111 42 0 04 May 2022
Mixed-effects transformers for hierarchical adaptationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Julia White Noah D. Goodman Robert D. Hawkins 145 3 0 03 May 2022
HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zihan Wang Peiyi Wang Tianyu Liu Binghuai Lin Yunbo Cao Zhifang Sui Houfeng Wang VLM 152 61 0 28 Apr 2022
SmartSales: Sales Script Extraction and Analysis from Sales Chatlog Hua Liang Tianyu Liu Peiyi Wang Meng-Liang Rao Yunbo Cao 70 2 0 19 Apr 2022
Zero-shot Entity and Tweet Characterization with Designed Conditional Prompts and Contexts S. Srivatsa Tushar Mohan Kumari Neha Nishchay Malakar Ponnurangam Kumaraguru Srinath Srinivasa 87 0 0 18 Apr 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event DetectionInternational Conference on Computational Linguistics (COLING), 2022 Minqian Liu Shiyu Chang Lifu Huang KELM CLL 234 31 0 15 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 196 10 0 09 Apr 2022
Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt TuningWeb Search and Data Mining (WSDM), 2022 Ziyun Xu Chengyu Wang Minghui Qiu Fuli Luo Runxin Xu Songfang Huang Yanjie Liang VLM 149 40 0 01 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models Hyojin Bahng Ali Jahanian S. Sankaranarayanan Phillip Isola VLM VPVLM LRM 223 328 0 31 Mar 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence FrameworkFindings (Findings), 2022 Zilong Wang Jingbo Shang 86 13 0 30 Mar 2022
Few-Shot Learning with Siamese Networks and Label TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Thomas Müller Guillermo Pérez-Torró Marc Franco-Salvador VLM 150 44 0 28 Mar 2022
On Robust Prefix-Tuning for Text ClassificationInternational Conference on Learning Representations (ICLR), 2022 Zonghan Yang Yang Liu VLM 103 21 0 19 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot TuningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ganqu Cui Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 96 110 0 18 Mar 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-explorationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiwen Liang Fengda Zhu Lingling Li Hang Xu Xiaodan Liang LM&Ro VLM 85 32 0 08 Mar 2022
Pre-trained Token-replaced Detection Model as Few-shot LearnerInternational Conference on Computational Linguistics (COLING), 2022 Zicheng Li Shoushan Li Guodong Zhou 85 10 0 07 Mar 2022
HyperPrompt: Prompt-based Task-Conditioning of TransformersInternational Conference on Machine Learning (ICML), 2022 Yun He H. Zheng Yi Tay Jai Gupta Yu Du ... Yaguang Li Zhaoji Chen Donald Metzler Heng-Tze Cheng Ed H. Chi LRM VLM 225 105 0 01 Mar 2022
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual PromptConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Lianzhe Huang Shuming Ma Dongdong Zhang Furu Wei Houfeng Wang VLM LRM 155 36 0 23 Feb 2022
Prompt-Learning for Short Text ClassificationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Yi Zhu Xinke Zhou Jipeng Qiang Yun Li Yunhao Yuan Xindong Wu VLM 113 48 0 23 Feb 2022
Model Reprogramming: Resource-Efficient Cross-Domain Machine LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Pin-Yu Chen VLM 292 74 0 22 Feb 2022
$$\mathcal{Y}$-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning$ $\mathcal{Y}$ -Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning Yitao Liu Chen An Xipeng Qiu 153 19 0 20 Feb 2022
Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content?Conference on Fairness, Accountability and Transparency (FAccT), 2022 P. Schramowski Christopher Tauchmann Kristian Kersting FaML 197 135 0 14 Feb 2022
Prompt-Guided Injection of Conformation to Pre-trained Protein Model Qiang Zhang Zeyuan Wang Yuqiang Han Haoran Yu Xurui Jin Huajun Chen 93 3 0 07 Feb 2022
Black-box Prompt Learning for Pre-trained Language Models Shizhe Diao Zhichao Huang Ruijia Xu Xuechun Li Yong Lin Xiao Zhou Tong Zhang VLM AAML 170 82 0 21 Jan 2022
Instance-aware Prompt Learning for Language Understanding and Generation Feihu Jin Jinliang Lu Jiajun Zhang Chengqing Zong 75 36 0 18 Jan 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt VerbalizerInternational Conference on Artificial Neural Networks (ICANN), 2022 Yinyi Wei Tong Mo Yong Jiang Weiping Li Wen Zhao VLM 147 18 0 14 Jan 2022
Black-Box Tuning for Language-Model-as-a-ServiceInternational Conference on Machine Learning (ICML), 2022 Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 273 311 0 10 Jan 2022
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation Tianyi Liu Zuxuan Wu Wenhan Xiong Jingjing Chen Yu-Gang Jiang VLM MLLM 125 10 0 10 Dec 2021
True Few-Shot Learning with Prompts -- A Real-World PerspectiveTransactions of the Association for Computational Linguistics (TACL), 2021 Timo Schick Hinrich Schütze VLM 150 73 0 26 Nov 2021
On Transferability of Prompt Tuning for Natural Language ProcessingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Yusheng Su Xiaozhi Wang Yujia Qin Chi-Min Chan Yankai Lin ... Peng Li Juanzi Li Lei Hou Maosong Sun Jie Zhou AAML VLM 153 113 0 12 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A SurveyACM Computing Surveys (CSUR), 2021 Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 310 1,296 0 01 Nov 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 342 308 0 15 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 253 29 0 15 Oct 2021
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models Xin Zhou Ruotian Ma Tao Gui Y. Tan Tao Gui Xuanjing Huang VLM 94 5 0 14 Oct 2021
Paradigm Shift in Natural Language ProcessingMachine Intelligence Research (MIR), 2021 Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 316 86 0 26 Sep 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained TransformersConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Boseop Kim Hyoungseok Kim Sang-Woo Lee Gichang Lee Donghyun Kwak ... Jaewook Kang Inho Kang Jung-Woo Ha W. Park Nako Sung VLM 387 125 0 10 Sep 2021
PPT: Pre-trained Prompt Tuning for Few-shot LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Yuxian Gu Xu Han Zhiyuan Liu Minlie Huang VLM 266 457 0 09 Sep 2021
Continuous Entailment Patterns for Lexical Inference in ContextConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Martin Schmitt Hinrich Schütze 110 3 0 08 Sep 2021
Differentiable Prompt Makes Pre-trained Language Models Better Few-shot LearnersInternational Conference on Learning Representations (ICLR), 2021 Ningyu Zhang Luoqiu Li Xiang Chen Shumin Deng Zhen Bi Chuanqi Tan Fei Huang Huajun Chen VLM 216 198 0 30 Aug 2021
Accurate, yet inconsistent? Consistency Analysis on Language Understanding Models Myeongjun Jang D. Kwon Thomas Lukasiewicz 114 14 0 15 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 158 406 0 04 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing Surveys (CSUR), 2021 Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 648 4,620 0 28 Jul 2021
CPM-2: Large-scale Cost-effective Pre-trained Language ModelsAI Open (AO), 2021 Zhengyan Zhang Yuxian Gu Xu Han Shengqi Chen Chaojun Xiao ... Minlie Huang Wentao Han Yang Liu Xiaoyan Zhu Maosong Sun MoE 160 92 0 20 Jun 2021
LoRA: Low-Rank Adaptation of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2021 J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 1.3K 14,068 0 17 Jun 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification Chao-Han Huck Yang Yun-Yun Tsai Pin-Yu Chen AI4TS 153 139 0 17 Jun 2021
Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning Colin Wei Sang Michael Xie Tengyu Ma 220 112 0 17 Jun 2021