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Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

23 October 2019

Sharan Narang

Papers citing "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining Mohamed S. Elaraby Diane Litman AILaw ELM 103 33 0 04 Sep 2022
Equivariant Self-Supervision for Musical Tempo Estimation Elio Quinton 92 9 0 03 Sep 2022
CrossDial: An Entertaining Dialogue Dataset of Chinese Crosstalk Baizhou Huang Shikang Du Xiao-Yi Wan 53 0 0 03 Sep 2022
Exploiting Pretrained Biochemical Language Models for Targeted Drug Design Gökçe Uludogan Elif Özkirimli K. Ülgen N. Karalı Arzucan Özgür 60 16 0 02 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 488 1,425 0 02 Sep 2022
Transformers are Sample-Efficient World Models Vincent Micheli Eloi Alonso Franccois Fleuret VLM OffRL 185 189 0 01 Sep 2022
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods Bram van Es L. Reteig Sander C Tan M. Schraagen Myrthe M. Hemker S. R. Arends Miguel Rios S. Haitjema 50 12 0 01 Sep 2022
Exploring Effective Information Utilization in Multi-Turn Topic-Driven Conversations Jiatong Li Bin He Fei Mi 71 4 0 01 Sep 2022
Orloj: Predictably Serving Unpredictable DNNs Peifeng Yu Yuqing Qiu Xin Jin Mosharaf Chowdhury 37 1 0 31 Aug 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 156 114 0 31 Aug 2022
GRILLBot: An Assistant for Real-World Tasks with Neural Semantic Parsing and Graph-Based Representations Carlos Gemmell Iain Mackie Paul Owoicho Federico Rossetto Sophie Fischer Jeffrey Stephen Dalton LM&Ro GNN 59 1 0 31 Aug 2022
EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing Qihua Feng Peiya Li Zhixun Lu Chaozhuo Li Zefang Wang Zhiquan Liu Chunhui Duan Feiran Huang ViT 55 13 0 31 Aug 2022
Unified Knowledge Prompt Pre-training for Customer Service Dialogues Keqing He Jingang Wang Chaobo Sun Wei Wu 72 4 0 31 Aug 2022
Efficient Sparsely Activated Transformers Salar Latifi Saurav Muralidharan M. Garland MoE 136 2 0 31 Aug 2022
Transformers with Learnable Activation Functions Haishuo Fang Ji-Ung Lee N. Moosavi Iryna Gurevych AI4CE 46 8 0 30 Aug 2022
PercentMatch: Percentile-based Dynamic Thresholding for Multi-Label Semi-Supervised Classification Jun Huang Alexander Huang Beatriz C. Guerra Yen-Yun Yu 59 5 0 30 Aug 2022
On Grounded Planning for Embodied Tasks with Language Models Bill Yuchen Lin Chengsong Huang Qian Liu Wenda Gu Sam Sommerer Xiang Ren LM&Ro 114 41 0 29 Aug 2022
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions Bowen Qin Binyuan Hui Lihan Wang Min Yang Jinyang Li ... Rongyu Cao Jian Sun Luo Si Fei Huang Yongbin Li LMTD 111 58 0 29 Aug 2022
StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing Xuekai Zhu Jian Guan Minlie Huang Juan Liu DiffM 77 7 0 29 Aug 2022
Podcast Summary Assessment: A Resource for Evaluating Summary Assessment Methods Potsawee Manakul Mark Gales 65 5 0 28 Aug 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck Jie Zhou Qi Zhang Qin Chen Liang He Xuanjing Huang 100 21 0 27 Aug 2022
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL Guanming Xiong Junwei Bao Wen Zhao Youzheng Wu Xiaodong He RALM 89 10 0 26 Aug 2022
A Compact Pretraining Approach for Neural Language Models Shahriar Golchin Mihai Surdeanu N. Tavabi A. Kiapour VLM 35 1 0 25 Aug 2022
Multimedia Generative Script Learning for Task Planning Qingyun Wang Manling Li Hou Pong Chan Lifu Huang Julia Hockenmaier Girish Chowdhary Heng Ji VGen 117 13 0 25 Aug 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 386 2,908 0 25 Aug 2022
FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning Haodong Zhao Wei Du Fang Li Peixuan Li Gongshen Liu FedML 81 74 0 25 Aug 2022
Shortcut Learning of Large Language Models in Natural Language Understanding Mengnan Du Fengxiang He Na Zou Dacheng Tao Helen Zhou KELM OffRL 136 90 0 25 Aug 2022
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model Yixiao Zhang Junyan Jiang Gus Xia S. Dixon 62 9 0 24 Aug 2022
PEER: A Collaborative Language Model Timo Schick Jane Dwivedi-Yu Zhengbao Jiang Fabio Petroni Patrick Lewis Gautier Izacard Qingfei You Christoforos Nalmpantis Edouard Grave Sebastian Riedel ALM 108 97 0 24 Aug 2022
Repair Is Nearly Generation: Multilingual Program Repair with LLMs Harshit Joshi J. Cambronero Sumit Gulwani Vu Le Ivan Radicek Gust Verbruggen LRM 72 136 0 24 Aug 2022
Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer Fengji Zhang Jin Liu Yao Wan Xiao Yu Xiao Liu J. Keung 132 11 0 24 Aug 2022
DPTDR: Deep Prompt Tuning for Dense Passage Retrieval Zhen-Quan Tang Benyou Wang Ting Yao VLM 63 14 0 24 Aug 2022
K-Order Graph-oriented Transformer with GraAttention for 3D Pose and Shape Estimation Weixi Zhao Weiqiang Wang ViT 3DPC 69 2 0 24 Aug 2022
Efficient Attention-free Video Shift Transformers Adrian Bulat Brais Martínez Georgios Tzimiropoulos ViT 60 1 0 23 Aug 2022
Learning Better Masking for Better Language Model Pre-training Dongjie Yang Zhuosheng Zhang Hai Zhao 80 15 0 23 Aug 2022
Interpreting Embedding Spaces by Conceptualization Adi Simhi Shaul Markovitch 93 7 0 22 Aug 2022
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao VLM CLL 94 44 0 22 Aug 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 117 47 0 21 Aug 2022
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction Jun Zhang Sirui Liu Mengyun Chen Haotian Chu Min Wang ... Yue Yang Boxin Xue Lijiang Yang Yuan Liu Y. Gao 104 6 0 20 Aug 2022
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 80 17 0 20 Aug 2022
Pretrained Language Encoders are Natural Tagging Frameworks for Aspect Sentiment Triplet Extraction Yanjie Gou Yinjie Lei Lingqiao Liu Yong Dai Chun-Yen Shen Yongqi Tong ViT 58 0 0 20 Aug 2022
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation Rui Meng Tong Wang Xingdi Yuan Yingbo Zhou Daqing He 70 6 0 20 Aug 2022
Topical: Learning Repository Embeddings from Source Code using Attention Agathe Lherondelle Varun Babbar Yash Satsangi Fran Silavong Shaltiel Eloul Sean J. Moran 59 0 0 19 Aug 2022
End-to-end Clinical Event Extraction from Chinese Electronic Health Record Wei Feng Ruocheng Huang Yun-mei Yu Hui-nan Sun Yun Liu 87 0 0 19 Aug 2022
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding Zhaoye Fei Yu Tian Yongkang Wu Xinyu Zhang Yutao Zhu ... Dejiang Kong Ruofei Lai Bo Zhao Zhicheng Dou Xipeng Qiu 287 1 0 19 Aug 2022
A Survey on Open Information Extraction from Rule-based Model to Large Language Model Pai Liu Wenya Gao Wenjie Dong Lin Ai Wen Dong Songfang Huang Zongsheng Li Ehsan Hoque Julia Hirschberg Yue Zhang 180 3 0 18 Aug 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation Yongkang Liu Shi Feng Daling Wang Yifei Zhang 66 8 0 18 Aug 2022
Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models Yanjun Gao Dmitriy Dligach T. Miller Dongfang Xu M. Churpek Majid Afshar AI4MH 74 40 0 17 Aug 2022
CommitBART: A Large Pre-trained Model for GitHub Commits Shangqing Liu Yanzhou Li Xiaofei Xie Yang Liu VLM AI4TS 95 20 0 17 Aug 2022
NECE: Narrative Event Chain Extraction Toolkit Guangxuan Xu Paulina Toro Isaza Moshi Li Akintoye Oloko Bingsheng Yao Cassia Sanctos Aminat Adebeyi Yufang Hou Nanyun Peng Dakuo Wang 82 5 0 17 Aug 2022