BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

11 October 2018

Papers citing "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

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Title
Time Series Forecasting With Deep Learning: A Survey Bryan Lim S. Zohren AI4TS AI4CE 59 1,192 0 28 Apr 2020
Self-Attention with Cross-Lingual Position Representation Liang Ding Longyue Wang Dacheng Tao MILM 33 37 0 28 Apr 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang Chenyu You Michael R. Lyu Irwin King Caiming Xiong Guosheng Lin 24 102 0 28 Apr 2020
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems Dai Hoang Tran Quan Z. Sheng W. Zhang S. Hamad Munazza Zaib Nguyen H. Tran Lina Yao N. Khoa 16 6 0 28 Apr 2020
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference Ji Xin Raphael Tang Jaejun Lee Yaoliang Yu Jimmy J. Lin 17 365 0 27 Apr 2020
FlexSA: Flexible Systolic Array Architecture for Efficient Pruned DNN Model Training Sangkug Lym M. Erez 21 25 0 27 Apr 2020
Empirical Bayes Transductive Meta-Learning with Synthetic Gradients S. Hu Pablo G. Moreno Yanghua Xiao Xin Shen G. Obozinski Neil D. Lawrence Andreas C. Damianou BDL 30 125 0 27 Apr 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 21 214 0 27 Apr 2020
Sequential Interpretability: Methods, Applications, and Future Direction for Understanding Deep Learning Models in the Context of Sequential Data B. Shickel Parisa Rashidi AI4TS 33 17 0 27 Apr 2020
Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Qianhui Wu Zijia Lin Börje F. Karlsson Jian-Guang Lou Biqing Huang 24 69 0 26 Apr 2020
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 29 142 0 26 Apr 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 8 58 0 26 Apr 2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis Kai Wang Weizhou Shen Yunyi Yang Xiaojun Quan Rui Wang 43 547 0 26 Apr 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 45 31 0 26 Apr 2020
Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Liu Yang Mingyang Zhang Cheng Li Michael Bendersky Marc Najork 38 87 0 26 Apr 2020
A Perspective on Deep Learning for Molecular Modeling and Simulations Jun Zhang Yao-Kun Lei Zhen Zhang Junhan Chang Maodong Li Xu Han Lijiang Yang Yue Yang Y. Gao AI4CE 42 8 0 25 Apr 2020
How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxiang Zhong Chaojun Xiao Cunchao Tu Tianyang Zhang Zhiyuan Liu Maosong Sun AILaw 67 313 0 25 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 20 111 0 25 Apr 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics Junghyun Min R. Thomas McCoy Dipanjan Das Emily Pitler Tal Linzen 35 175 0 24 Apr 2020
Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering Alexander R. Fabbri Patrick Ng Zhiguo Wang Ramesh Nallapati Bing Xiang 32 77 0 24 Apr 2020
Lite Transformer with Long-Short Range Attention Zhanghao Wu Zhijian Liu Ji Lin Chengyue Wu Song Han 23 318 0 24 Apr 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 39 23 0 24 Apr 2020
Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts Ivan Lerner Jordan Jouffroy Anita Burgun A. Neuraz 27 9 0 24 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 30 91 0 24 Apr 2020
Distilling Knowledge for Fast Retrieval-based Chat-bots Amir Vakili Tahami Kamyar Ghajar A. Shakery 32 31 0 23 Apr 2020
QURIOUS: Question Generation Pretraining for Text Generation Shashi Narayan Gonçalo Simães Ji Ma Hannah Craighead Ryan T. McDonald 37 15 0 23 Apr 2020
A Review of Winograd Schema Challenge Datasets and Approaches Vid Kocijan Thomas Lukasiewicz E. Davis G. Marcus L. Morgenstern 25 44 0 23 Apr 2020
Residual Energy-Based Models for Text Generation Yuntian Deng A. Bakhtin Myle Ott Arthur Szlam MarcÁurelio Ranzato 22 126 0 22 Apr 2020
AmbigQA: Answering Ambiguous Open-domain Questions Sewon Min Julian Michael Hannaneh Hajishirzi Luke Zettlemoyer 52 296 0 22 Apr 2020
Contextualised Graph Attention for Improved Relation Extraction Angrosh Mandya Danushka Bollegala Frans Coenen GNN 26 6 0 22 Apr 2020
Keyphrase Prediction With Pre-trained Language Model R. Liu Zheng Lin Weiping Wang 28 17 0 22 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 34 155 0 22 Apr 2020
Textual Visual Semantic Dataset for Text Spotting Ahmed Sabir Francesc Moreno-Noguer Lluís Padró 21 3 0 21 Apr 2020
Deep Learning for Time Series Forecasting: Tutorial and Literature Survey Konstantinos Benidis Syama Sundar Rangapuram Valentin Flunkert Bernie Wang Danielle C. Maddix ... David Salinas Lorenzo Stella François-Xavier Aubet Laurent Callot Tim Januschowski AI4TS 30 176 0 21 Apr 2020
MT-Clinical BERT: Scaling Clinical Information Extraction with Multitask Learning Andriy Mulyar Bridget T. McInnes 24 52 0 21 Apr 2020
Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning Ryan Julian Benjamin Swanson Gaurav Sukhatme Sergey Levine Chelsea Finn Karol Hausman OnRL CLL 35 43 0 21 Apr 2020
Logic-Guided Data Augmentation and Regularization for Consistent Question Answering Akari Asai Hannaneh Hajishirzi NAI 21 111 0 21 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 24 351 0 21 Apr 2020
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation Gaëtan Hadjeres Léopold Crestel 34 18 0 21 Apr 2020
Curriculum Pre-training for End-to-End Speech Translation Chengyi Wang Yu Wu Shujie Liu Ming Zhou Zhenglu Yang 29 108 0 21 Apr 2020
The Ivory Tower Lost: How College Students Respond Differently than the General Public to the COVID-19 Pandemic Viet-An Duong Phu Pham Tongyu Yang Yu Wang Jiebo Luo AI4CE 27 90 0 21 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 29 160 0 21 Apr 2020
A Generic Network Compression Framework for Sequential Recommender Systems Yang Sun Fajie Yuan Ming Yang Guoao Wei Zhou Zhao Duo Liu 26 54 0 21 Apr 2020
Train No Evil: Selective Masking for Task-Guided Pre-Training Yuxian Gu Zhengyan Zhang Xiaozhi Wang Zhiyuan Liu Maosong Sun 32 59 0 21 Apr 2020
Word Embedding-based Text Processing for Comprehensive Summarization and Distinct Information Extraction Xiangpeng Wan Hakim Ghazzai Y. Massoud 21 2 0 21 Apr 2020
Leveraging Personal Navigation Assistant Systems Using Automated Social Media Traffic Reporting Xiangpeng Wan Hakim Ghazzai Y. Massoud 21 1 0 21 Apr 2020
Mirror Ritual: An Affective Interface for Emotional Self-Reflection Nina Rajcic Jon McCormack 19 48 0 21 Apr 2020
StereoSet: Measuring stereotypical bias in pretrained language models Moin Nadeem Anna Bethke Siva Reddy 37 961 0 20 Apr 2020
A Study of Cross-Lingual Ability and Language-specific Information in Multilingual BERT Chi-Liang Liu Tsung-Yuan Hsu Yung-Sung Chuang Hung-yi Lee 34 14 0 20 Apr 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 31 806 0 20 Apr 2020