Prefix-Tuning: Optimizing Continuous Prompts for Generation

1 January 2021

Xiang Lisa Li

Papers citing "Prefix-Tuning: Optimizing Continuous Prompts for Generation"

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Title
ProQA: Structural Prompt-based Pre-training for Unified Question Answering Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 20 34 0 09 May 2022
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention Yifan Chen Devamanyu Hazarika Mahdi Namazifar Yang Liu Di Jin Dilek Z. Hakkani-Tür 24 9 0 07 May 2022
Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction Xiang Chen Ningyu Zhang Lei Li Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Luo Si Huajun Chen 34 33 0 07 May 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering Rongxiang Weng Chengyu Wang Minghui Qiu Qiuhui Shi Hongbin Wang Jun Huang Ming Gao RALM 39 16 0 06 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 31 127 0 04 May 2022
Mixed-effects transformers for hierarchical adaptation Julia White Noah D. Goodman Robert D. Hawkins 26 2 0 03 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 47 64 0 03 May 2022
Learning to Transfer Prompts for Text Generation Junyi Li Tianyi Tang J. Nie Ji-Rong Wen Wayne Xin Zhao 24 40 0 03 May 2022
Embedding Hallucination for Few-Shot Language Fine-tuning Yiren Jian Chongyang Gao Soroush Vosoughi 33 4 0 03 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 157 3,527 0 02 May 2022
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction Jiaju Lin Qin Chen Jie Zhou Jian Jin Liangye He 22 23 0 01 May 2022
Prompt Consistency for Zero-Shot Task Generalization Chunting Zhou Junxian He Xuezhe Ma Taylor Berg-Kirkpatrick Graham Neubig VLM 26 74 0 29 Apr 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 53 3,369 0 29 Apr 2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation Kexin Yang Dayiheng Liu Wenqiang Lei Baosong Yang Mingfeng Xue Boxing Chen Jun Xie 38 29 0 28 Apr 2022
Probing Simile Knowledge from Pre-trained Language Models Weijie Chen Yongzhu Chang Rongsheng Zhang Jiashu Pu Guandan Chen Le Zhang Yadong Xi Yijiang Chen Chang Su 26 11 0 27 Apr 2022
Super-Prompting: Utilizing Model-Independent Contextual Data to Reduce Data Annotation Required in Visual Commonsense Tasks Navid Rezaei Marek Reformat VLM 17 2 0 25 Apr 2022
Natural Language to Code Translation with Execution Freda Shi Daniel Fried Marjan Ghazvininejad Luke Zettlemoyer Sida I. Wang 40 124 0 25 Apr 2022
Standing on the Shoulders of Giant Frozen Language Models Yoav Levine Itay Dalmedigos Ori Ram Yoel Zeldes Daniel Jannai ... Barak Lenz Shai Shalev-Shwartz Amnon Shashua Kevin Leyton-Brown Y. Shoham VLM 35 49 0 21 Apr 2022
Event Transition Planning for Open-ended Text Generation Qintong Li Pijian Li Wei Bi Zhaochun Ren Yuxuan Lai Lingpeng Kong 32 12 0 20 Apr 2022
Opal: Multimodal Image Generation for News Illustration Vivian Liu Han Qiao Lydia B. Chilton 19 101 0 19 Apr 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Chunyuan Li Haotian Liu Liunian Harold Li Pengchuan Zhang J. Aneja ... Ping Jin Houdong Hu Zicheng Liu Yong Jae Lee Jianfeng Gao 50 145 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 36 0 0 18 Apr 2022
A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems Debjoy Saha Bishal Santra Pawan Goyal 27 2 0 18 Apr 2022
Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting G. Han Long Chen Jiawei Ma Shiyuan Huang Ramalingam Chellappa Shih-Fu Chang VLM 37 20 0 16 Apr 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 34 32 0 16 Apr 2022
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue Chang Gao Wenxuan Zhang W. Lam 48 13 0 16 Apr 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection Minqian Liu Shiyu Chang Lifu Huang KELM CLL 27 29 0 15 Apr 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Han Wang Canwen Xu Julian McAuley VLM 26 12 0 13 Apr 2022
Impossible Triangle: What's Next for Pre-trained Language Models? Chenguang Zhu Michael Zeng 24 1 0 13 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 46 176 0 12 Apr 2022
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm Lei Xu Yangyi Chen Ganqu Cui Hongcheng Gao Zhiyuan Liu SILM VPVLM 27 72 0 11 Apr 2022
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning Zifeng Wang Zizhao Zhang Sayna Ebrahimi Ruoxi Sun Han Zhang ... Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VLM VPVLM 41 465 0 10 Apr 2022
Parameter-Efficient Tuning by Manipulating Hidden States of Pretrained Language Models For Classification Tasks Haoran Yang Piji Li Wai Lam 31 3 0 10 Apr 2022
IDPG: An Instance-Dependent Prompt Generation Method Zhuofeng Wu Sinong Wang Jiatao Gu Rui Hou Yuxiao Dong V. Vydiswaran Hao Ma VLM 40 58 0 09 Apr 2022
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization Xiaochen Liu Yang Gao Yu Bai Jiawei Li Yinan Hu Yang Gao Boxing Chen 42 22 0 09 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 52 9 0 09 Apr 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Lulu Zhao Fujia Zheng Weihao Zeng Keqing He Weiran Xu Huixing Jiang Wei Wu Yanan Wu 18 20 0 09 Apr 2022
Unsupervised Prompt Learning for Vision-Language Models Hao Huang Jack Chu Fangyun Wei VPVLM MLLM VLM 41 132 0 07 Apr 2022
Incremental Prototype Tuning for Class Incremental Learning Jieren Deng Jianhua Hu Haojian Zhang Yunkuan Wang CLL VLM 40 3 0 07 Apr 2022
VALUE: Understanding Dialect Disparity in NLU Caleb Ziems Jiaao Chen Camille Harris J. Anderson Diyi Yang ELM 57 42 0 06 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 37 17 0 06 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavaš LRM 47 14 0 05 Apr 2022
PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models Rabeeh Karimi Mahabadi Luke Zettlemoyer James Henderson Marzieh Saeidi Lambert Mathias Ves Stoyanov Majid Yazdani VLM 34 70 0 03 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Bo Li Wanxiang Che BDL 24 21 0 02 Apr 2022
Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning Ziyun Xu Chengyu Wang Minghui Qiu Fuli Luo Runxin Xu Songfang Huang Jun Huang VLM 46 31 0 01 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models Hyojin Bahng Ali Jahanian S. Sankaranarayanan Phillip Isola VLM VPVLM LRM 27 256 0 31 Mar 2022
SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks Kai-Wei Chang Wei-Cheng Tseng Shang-Wen Li Hung-yi Lee 32 22 0 31 Mar 2022
Position-based Prompting for Health Outcome Generation Micheal Abaho Danushka Bollegala P. Williamson S. Dodd 20 9 0 30 Mar 2022
WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models Heting Gao Junrui Ni Kaizhi Qian Yang Zhang Shiyu Chang M. Hasegawa-Johnson VLM 22 31 0 29 Mar 2022
Parameter-efficient Model Adaptation for Vision Transformers Xuehai He Chunyuan Li Pengchuan Zhang Jianwei Yang Xinze Wang 35 85 0 29 Mar 2022