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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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Title
Defending Against Backdoor Attacks in Natural Language Generation Xiaofei Sun Xiaoya Li Yuxian Meng Xiang Ao Leilei Gan Jiwei Li Tianwei Zhang AAML SILM 103 52 0 03 Jun 2021
Reordering Examples Helps during Priming-based Few-Shot Learning Sawan Kumar Partha P. Talukdar 82 58 0 03 Jun 2021
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Zhicheng Wei N. Yuan Ji-Rong Wen 79 49 0 03 Jun 2021
Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? Cunxiang Wang Pai Liu Yue Zhang RALM 104 84 0 03 Jun 2021
Question Answering Over Temporal Knowledge Graphs Apoorv Saxena Soumen Chakrabarti Partha P. Talukdar AI4MH 118 139 0 03 Jun 2021
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? Jieyu Zhao Daniel Khashabi Tushar Khot Ashish Sabharwal Kai-Wei Chang KELM 87 53 0 02 Jun 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 92 26 0 02 Jun 2021
A Unified Generative Framework for Various NER Subtasks Hang Yan Tao Gui Junqi Dai Qipeng Guo Zheng Zhang Xipeng Qiu 92 298 0 02 Jun 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences Shikhar Singh Nuan Wen Yu Hou Pegah Alipoormolabashi Te-Lin Wu Xuezhe Ma Nanyun Peng LRM 98 59 0 02 Jun 2021
Answer Generation for Retrieval-based Question Answering Systems Chao-Chun Hsu Eric Lind Luca Soldaini Alessandro Moschitti 68 26 0 02 Jun 2021
Claim Matching Beyond English to Scale Global Fact-Checking Ashkan Kazemi Kiran Garimella Devin Gaffney Scott A. Hale 77 60 0 01 Jun 2021
ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining Alexander R. Fabbri Faiaz Rahman Imad Rizvi Borui Wang Haoran Li Yashar Mehdad Dragomir R. Radev 96 65 0 01 Jun 2021
Implicit Representations of Meaning in Neural Language Models Belinda Z. Li Maxwell Nye Jacob Andreas NAI MILM 67 177 0 01 Jun 2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning Deepanway Ghosal Pengfei Hong Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 86 23 0 01 Jun 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World Rowan Zellers Ari Holtzman Matthew E. Peters Roozbeh Mottaghi Aniruddha Kembhavi Ali Farhadi Yejin Choi 108 69 0 01 Jun 2021
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization Jiaao Chen Dinghan Shen Weizhu Chen Diyi Yang BDL 74 48 0 31 May 2021
MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens Jiemin Fang Lingxi Xie Xinggang Wang Xiaopeng Zhang Wenyu Liu Qi Tian ViT 73 77 0 31 May 2021
M6-T: Exploring Sparse Expert Models and Beyond An Yang Junyang Lin Rui Men Chang Zhou Le Jiang ... Dingyang Zhang Wei Lin Lin Qu Jingren Zhou Hongxia Yang MoE 122 24 0 31 May 2021
SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning Boyuan Zheng Xiaoyu Yang Yu-Ping Ruan Zhen-Hua Ling Quan Liu Si Wei Xiao-Dan Zhu ELM 44 13 0 31 May 2021
Transfer Learning for Sequence Generation: from Single-source to Multi-source Xuancheng Huang Jingfang Xu Maosong Sun Yang Liu 57 5 0 31 May 2021
On Compositional Generalization of Neural Machine Translation Yafu Li Yongjing Yin Yulong Chen Yue Zhang 233 46 0 31 May 2021
On the Interplay Between Fine-tuning and Composition in Transformers Lang-Chi Yu Allyson Ettinger 77 14 0 31 May 2021
LEAP: Learnable Pruning for Transformer-based Models Z. Yao Xiaoxia Wu Linjian Ma Sheng Shen Kurt Keutzer Michael W. Mahoney Yuxiong He 60 7 0 30 May 2021
StyTr $^2$ : Image Style Transfer with Transformers Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 117 268 0 30 May 2021
Gaze Estimation using Transformer Yihua Cheng Feng Lu ViT 80 94 0 30 May 2021
Towards mental time travel: a hierarchical memory for reinforcement learning agents Andrew Kyle Lampinen Stephanie C. Y. Chan Andrea Banino Felix Hill 92 47 0 28 May 2021
Knowledge Inheritance for Pre-trained Language Models Yujia Qin Yankai Lin Jing Yi Jiajie Zhang Xu Han ... Yusheng Su Zhiyuan Liu Peng Li Maosong Sun Jie Zhou VLM 78 50 0 28 May 2021
Early Exiting with Ensemble Internal Classifiers Tianxiang Sun Yunhua Zhou Xiangyang Liu Xinyu Zhang Hao Jiang Bo Zhao Xuanjing Huang Xipeng Qiu 70 31 0 28 May 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 141 508 0 28 May 2021
SciFive: a text-to-text transformer model for biomedical literature Long Phan J. Anibal H. Tran Shaurya Chanana Erol Bahadroglu Alec Peltekian G. Altan-Bonnet MedIm 71 151 0 28 May 2021
Inspecting the concept knowledge graph encoded by modern language models Carlos Aspillaga Marcelo Mendoza Alvaro Soto 72 13 0 27 May 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models Felix Stahlberg Shankar Kumar SyDa 137 97 0 27 May 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers Xiaofei Ma Cicero Nogueira dos Santos Andrew O. Arnold 111 20 0 27 May 2021
Sequence Parallelism: Long Sequence Training from System Perspective Shenggui Li Fuzhao Xue Chaitanya Baranwal Yongbin Li Yang You 92 103 0 26 May 2021
TreeBERT: A Tree-Based Pre-Trained Model for Programming Language Xue Jiang Zhuoran Zheng Chen Lyu Liang Li Lei Lyu 85 91 0 26 May 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 88 26 0 26 May 2021
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization Chen Liang Simiao Zuo Minshuo Chen Haoming Jiang Xiaodong Liu Pengcheng He T. Zhao Weizhu Chen 59 69 0 25 May 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte Shashi Narayan Joshua Maynez S. Rothe Ryan T. McDonald 112 46 0 25 May 2021
Estimating Redundancy in Clinical Text Thomas Searle Zina M. Ibrahim J. Teo Richard J. B. Dobson 67 21 0 25 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 106 532 0 24 May 2021
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen LM&MA VLM SyDa 106 191 0 21 May 2021
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking Zhiyi Ma Kawin Ethayarajh Tristan Thrush Somya Jain Ledell Yu Wu Robin Jia Christopher Potts Adina Williams Douwe Kiela ELM 115 59 0 21 May 2021
KLUE: Korean Language Understanding Evaluation Sungjoon Park Jihyung Moon Sungdong Kim Won Ik Cho Jiyoon Han ... Seonghyun Kim Lucy Park Alice Oh Jung-Woo Ha Kyunghyun Cho ELM VLM 121 198 0 20 May 2021
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons Dawn Drain Colin B. Clement Guillermo Serrato Neel Sundaresan 71 31 0 19 May 2021
Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing Ganesh Jawahar El Moatez Billah Nagoudi Muhammad Abdul-Mageed L. Lakshmanan 95 30 0 18 May 2021
CoTexT: Multi-task Learning with Code-Text Transformer Long Phan H. Tran Daniel Le Hieu Duy Nguyen J. Anibal Alec Peltekian Yanfang Ye 92 136 0 18 May 2021
Relative Positional Encoding for Transformers with Linear Complexity Antoine Liutkus Ondřej Cífka Shih-Lun Wu Umut Simsekli Yi-Hsuan Yang Gaël Richard 84 48 0 18 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kry'sciñski Nazneen Rajani Divyansh Agarwal Caiming Xiong Dragomir R. Radev RALM 116 154 0 18 May 2021
SHARE: a System for Hierarchical Assistive Recipe Editing Shuyang Li Yufei Li Jianmo Ni Julian McAuley 52 20 0 17 May 2021
Pay Attention to MLPs Hanxiao Liu Zihang Dai David R. So Quoc V. Le AI4CE 159 669 0 17 May 2021