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
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning Tao He Lianli Gao Jingkuan Song Yuan-Fang Li VLM 88 53 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 96 142 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 131 58 0 15 Aug 2022
Reducing Retraining by Recycling Parameter-Efficient Prompts Brian Lester Joshua Yurtsever Siamak Shakeri Noah Constant 73 12 0 10 Aug 2022
Sports Video Analysis on Large-Scale Data Dekun Wu Henghui Zhao Xingce Bao Richard P. Wildes 79 14 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 105 209 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 86 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 82 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 113 78 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 104 31 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 135 83 0 02 Aug 2022
Fine-grained Retrieval Prompt Tuning Shijie Wang Jianlong Chang Zhihui Wang Haojie Li Wanli Ouyang Qi Tian VLM VPVLM 78 16 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 137 76 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 69 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 153 226 0 26 Jul 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 105 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 120 145 0 24 Jul 2022
Zero-Shot Video Captioning with Evolving Pseudo-Tokens Yoad Tewel Yoav Shalev Roy Nadler Idan Schwartz Lior Wolf 82 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 112 39 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 41 0 0 18 Jul 2022
Contrastive Adapters for Foundation Model Group Robustness Michael Zhang Christopher Ré VLM 64 64 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 84 27 0 14 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 111 137 0 14 Jul 2022
Recurrent Memory Transformer Aydar Bulatov Yuri Kuratov Andrey Kravchenko CLL 62 114 0 14 Jul 2022
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation Zejiang Hou Julian Salazar George Polovets 79 15 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 154 51 0 05 Jul 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 109 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 89 2 0 30 Jun 2022
Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible Products Prediction Rongzhi Zhang Rebecca West Xiquan Cui Chao Zhang 110 6 0 28 Jun 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning Junting Pan Ziyi Lin Xiatian Zhu Jing Shao Hongsheng Li 123 207 0 27 Jun 2022
Repository-Level Prompt Generation for Large Language Models of Code Disha Shrivastava Hugo Larochelle Daniel Tarlow 103 144 0 26 Jun 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 137 24 0 24 Jun 2022
DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations Ximeng Sun Ping Hu Kate Saenko VLM 105 126 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 89 137 0 19 Jun 2022
Collocation2Text: Controllable Text Generation from Guide Phrases in Russian S. Vychegzhanin Evgeny Kotelnikov 40 0 0 18 Jun 2022
A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks Ganqu Cui Lifan Yuan Bingxiang He Yangyi Chen Zhiyuan Liu Maosong Sun AAML ELM SILM 95 73 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 76 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 169 240 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 86 17 0 15 Jun 2022
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger Zhiqi Bu Yu Wang Sheng Zha George Karypis 178 72 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 184 140 0 14 Jun 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM 113 246 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 72 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 51 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 77 2 0 09 Jun 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 117 152 0 09 Jun 2022
Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning Hsuan Su Po-Han Chi Shih-Cheng Huang Chung Ho Lam Saurav Sahay Shang-Tse Chen Hung-yi Lee OffRL 55 1 0 08 Jun 2022
Instance-wise Prompt Tuning for Pretrained Language Models Yuezihan Jiang Hao Yang Junyang Lin Hanyu Zhao An Yang Chang Zhou Hongxia Yang Zhi-Xin Yang Tengjiao Wang VLM 79 7 0 04 Jun 2022
Prefix Conditioning Unifies Language and Label Supervision Kuniaki Saito Kihyuk Sohn Xinming Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister VLM CLIP 99 16 0 02 Jun 2022
ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts Bingqian Lin Yi Zhu Zicong Chen Xiwen Liang Jian-zhuo Liu Xiaodan Liang LM&Ro 94 52 0 31 May 2022