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
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval Zhen-Quan Tang Benyou Wang Ting Yao VLM 44 14 0 24 Aug 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 32 8 0 23 Aug 2022
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao VLM CLL 36 41 0 22 Aug 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 35 6 0 22 Aug 2022
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning Tao He Lianli Gao Jingkuan Song Yuan-Fang Li VLM 39 50 0 17 Aug 2022
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models Hendrik Strobelt Albert Webson Victor Sanh Benjamin Hoover Johanna Beyer Hanspeter Pfister Alexander M. Rush VLM 36 136 0 16 Aug 2022
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen R. Tao Han Zhang Yidong Wang Xiang Li Weirong Ye Jindong Wang Guosheng Hu Marios Savvides VPVLM 34 53 0 15 Aug 2022
Reducing Retraining by Recycling Parameter-Efficient Prompts Brian Lester Joshua Yurtsever Siamak Shakeri Noah Constant 14 10 0 10 Aug 2022
Sports Video Analysis on Large-Scale Data Dekun Wu Henghui Zhao Xingce Bao Richard P. Wildes 29 13 0 09 Aug 2022
Frozen CLIP Models are Efficient Video Learners Ziyi Lin Shijie Geng Renrui Zhang Peng Gao Gerard de Melo Xiaogang Wang Jifeng Dai Yu Qiao Hongsheng Li CLIP VLM 28 200 0 06 Aug 2022
Improving Task Generalization via Unified Schema Prompt Wanjun Zhong Yifan Gao Ning Ding Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 32 8 0 05 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 30 20 0 05 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 34 75 0 04 Aug 2022
Prompt Tuning for Generative Multimodal Pretrained Models Han Yang Junyang Lin An Yang Peng Wang Chang Zhou Hongxia Yang VLM LRM VPVLM 37 30 0 04 Aug 2022
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Saleh Soltan Shankar Ananthakrishnan Jack G. M. FitzGerald Rahul Gupta Wael Hamza ... Mukund Sridhar Fabian Triefenbach Apurv Verma Gokhan Tur Premkumar Natarajan 63 82 0 02 Aug 2022
Fine-grained Retrieval Prompt Tuning Shijie Wang Jianlong Chang Zhihui Wang Haojie Li Wanli Ouyang Qi Tian VLM VPVLM 19 15 0 29 Jul 2022
Pro-tuning: Unified Prompt Tuning for Vision Tasks Xing Nie Bolin Ni Jianlong Chang Gaomeng Meng Chunlei Huo Zhaoxiang Zhang Shiming Xiang Qi Tian Chunhong Pan AAML VPVLM VLM 39 70 0 28 Jul 2022
Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation Jingjie Yi Deqing Yang Siyu Yuan Caiyan Cao Zhiyao Zhang Yanghua Xiao 18 9 0 27 Jul 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning Yabin Wang Zhiwu Huang Xiaopeng Hong CLL VLM 29 213 0 26 Jul 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 43 10 0 25 Jul 2022
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence Chaozheng Wang Yuanhang Yang Cuiyun Gao Yun Peng Hongyu Zhang Michael R. Lyu AAML 69 135 0 24 Jul 2022
Zero-Shot Video Captioning with Evolving Pseudo-Tokens Yoad Tewel Yoav Shalev Roy Nadler Idan Schwartz Lior Wolf 37 27 0 22 Jul 2022
Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift Ananya Kumar Tengyu Ma Percy Liang Aditi Raghunathan UQCV OODD OOD 49 38 0 18 Jul 2022
STT: Soft Template Tuning for Few-Shot Adaptation Ping Yu Wei Wang Chunyuan Li Ruiyi Zhang Zhanpeng Jin Changyou Chen VLM 24 0 0 18 Jul 2022
Contrastive Adapters for Foundation Model Group Robustness Michael Zhang Christopher Ré VLM 23 62 0 14 Jul 2022
Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers Weng Lam Tam Xiao Liu Kaixuan Ji Lilong Xue Xing Zhang Yuxiao Dong Jiahua Liu Maodi Hu Jie Tang VPVLM 37 27 0 14 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 21 132 0 14 Jul 2022
Recurrent Memory Transformer Aydar Bulatov Yuri Kuratov Andrey Kravchenko CLL 15 103 0 14 Jul 2022
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Zejiang Hou Julian Salazar George Polovets 35 14 0 07 Jul 2022
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Su He Taian Guo Tao Dai Ruizhi Qiao Bo Ren Shutao Xia VLM 78 49 0 05 Jul 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 39 13 0 04 Jul 2022
FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer Jingping Liu Yuqiu Song Kui Xue Hongli Sun Chao Wang Lihan Chen Haiyun Jiang Jiaqing Liang Tong Ruan 41 2 0 30 Jun 2022
Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible Products Prediction Rongzhi Zhang Rebecca West Xiquan Cui Chao Zhang 37 6 0 28 Jun 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning Junting Pan Ziyi Lin Xiatian Zhu Jing Shao Hongsheng Li 27 193 0 27 Jun 2022
Repository-Level Prompt Generation for Large Language Models of Code Disha Shrivastava Hugo Larochelle Daniel Tarlow 30 138 0 26 Jun 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 54 24 0 24 Jun 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 38 120 0 20 Jun 2022
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Xiaolei Wang Kun Zhou Ji-Rong Wen Wayne Xin Zhao HAI AI4TS 46 131 0 19 Jun 2022
Collocation2Text: Controllable Text Generation from Guide Phrases in Russian S. Vychegzhanin Evgeny Kotelnikov 18 0 0 18 Jun 2022
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks Yuchen Zhang Lifan Yuan Bingxiang He Yangyi Chen Zhiyuan Liu Maosong Sun AAML ELM SILM 26 69 0 17 Jun 2022
Know your audience: specializing grounded language models with listener subtraction Aaditya K. Singh David Ding Andrew M. Saxe Felix Hill Andrew Kyle Lampinen 33 2 0 16 Jun 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid 58 229 0 16 Jun 2022
Sparse Structure Search for Parameter-Efficient Tuning Shengding Hu Zhen Zhang Ning Ding Yadao Wang Yasheng Wang Zhiyuan Liu Maosong Sun 39 16 0 15 Jun 2022
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger Zhiqi Bu Yu Wang Sheng Zha George Karypis 37 69 0 14 Jun 2022
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks Tuan Dinh Yuchen Zeng Ruisu Zhang Ziqian Lin Michael Gira Shashank Rajput Jy-yong Sohn Dimitris Papailiopoulos Kangwook Lee LMTD 55 128 0 14 Jun 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM 26 237 0 13 Jun 2022
Bridging the Gap Between Training and Inference of Bayesian Controllable Language Models Han Liu Bingning Wang Ting Yao Haijin Liang Jianjin Xu Xiaolin Hu BDL 40 1 0 11 Jun 2022
Building a Personalized Dialogue System with Prompt-Tuning Tomohito Kasahara Daisuke Kawahara N. Tung Sheng Li K. Shinzato Toshinori Sato 22 19 0 11 Jun 2022
The Case for a Single Model that can Both Generate Continuations and Fill in the Blank Daphne Ippolito Liam Dugan Emily Reif Ann Yuan Andy Coenen Chris Callison-Burch 23 2 0 09 Jun 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 55 145 0 09 Jun 2022