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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
Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks Chaitanya Sai Alaparthi 41 5 0 14 Jun 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension Haichao Zhu Li Dong Furu Wei Wenhui Wang Bing Qin Ting Liu RALM 70 31 0 14 Jun 2019
Image Captioning: Transforming Objects into Words Simão Herdade Armin Kappeler K. Boakye Joao Soares ViT 170 476 0 14 Jun 2019
Stand-Alone Self-Attention in Vision Models Prajit Ramachandran Niki Parmar Ashish Vaswani Irwan Bello Anselm Levskaya Jonathon Shlens VLM SLR ViT 184 1,218 0 13 Jun 2019
On the Effect of Word Order on Cross-lingual Sentiment Analysis Àlex R. Atrio Toni Badia Jeremy Barnes 38 4 0 13 Jun 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 67 32 0 13 Jun 2019
Telephonetic: Making Neural Language Models Robust to ASR and Semantic Noise Christopher Larson Tarek Lahlou Diana Mingels Zachary Kulis Erik T. Mueller 38 2 0 13 Jun 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 94 157 0 13 Jun 2019
Learning Video Representations using Contrastive Bidirectional Transformer Chen Sun Fabien Baradel Kevin Patrick Murphy Cordelia Schmid SSL ViT 136 134 0 13 Jun 2019
2D Attentional Irregular Scene Text Recognizer Pengyuan Lyu Zhicheng Yang Xinhang Leng Xiaojun Wu Ruiyu Li Xiaoyong Shen 3DV 113 50 0 13 Jun 2019
Proactive Human-Machine Conversation with Explicit Conversation Goals Wenquan Wu Zhen Guo Xiangyang Zhou Hua Wu Xiyuan Zhang Rongzhong Lian Haifeng Wang 84 195 0 13 Jun 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 80 50 0 13 Jun 2019
Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms Dixin Luo Hongteng Xu Lawrence Carin 27 5 0 13 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 141 847 0 13 Jun 2019
Synthetic QA Corpora Generation with Roundtrip Consistency Chris Alberti D. Andor Emily Pitler Jacob Devlin Michael Collins SyDa 77 249 0 12 Jun 2019
Neural Arabic Question Answering Hussein Mozannar Karl El Hajal Elie Maamary Hazem M. Hajj 84 136 0 12 Jun 2019
E3: Entailment-driven Extracting and Editing for Conversational Machine Reading Victor Zhong Luke Zettlemoyer 67 28 0 12 Jun 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 161 914 0 12 Jun 2019
A Multiscale Visualization of Attention in the Transformer Model Jesse Vig ViT 117 583 0 12 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 73 39 0 12 Jun 2019
Unsupervised Question Answering by Cloze Translation Patrick Lewis Ludovic Denoyer Sebastian Riedel 58 139 0 12 Jun 2019
Toward Interpretable Music Tagging with Self-Attention Minz Won Sanghyuk Chun Xavier Serra ViT 74 82 0 12 Jun 2019
A Systematic Comparison of English Noun Compound Representations Vered Shwartz NAI 36 8 0 11 Jun 2019
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer Edward Choi Zhen Xu Yujia Li Michael W. Dusenberry Gerardo Flores Yuan Xue Andrew M. Dai MedIm 88 246 0 11 Jun 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 80 59 0 11 Jun 2019
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification Pinlong Zhao Linlin Hou Ou Wu GNN 69 178 0 11 Jun 2019
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation Fajie Yuan Xiangnan He Haochuan Jiang G. Guo Jian Xiong Zhezhao Xu Yilin Xiong AI4TS 92 104 0 11 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization Hong Wang Xin Eric Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang SSL 117 56 0 11 Jun 2019
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks Yi Tay Aston Zhang Anh Tuan Luu J. Rao Shuai Zhang Shuohang Wang Jie Fu S. Hui 85 57 0 11 Jun 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain Yichong Xu Xiaodong Liu Chunyuan Li Hoifung Poon Jianfeng Gao MedIm 81 15 0 11 Jun 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 319 1,610 0 11 Jun 2019
Performance Analysis and Characterization of Training Deep Learning Models on Mobile Devices Jie Liu Jiawen Liu Wan Du Dong Li HAI 52 5 0 10 Jun 2019
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors Sam Wiseman K. Stratos 71 65 0 10 Jun 2019
GLTR: Statistical Detection and Visualization of Generated Text Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 157 548 0 10 Jun 2019
CAiRE_HKUST at SemEval-2019 Task 3: Hierarchical Attention for Dialogue Emotion Classification Genta Indra Winata Andrea Madotto Zhaojiang Lin Jamin Shin Yan Xu Peng Xu Pascale Fung 92 22 0 10 Jun 2019
A Survey of Reinforcement Learning Informed by Natural Language Jelena Luketina Nantas Nardelli Gregory Farquhar Jakob N. Foerster Jacob Andreas Edward Grefenstette Shimon Whiteson Tim Rocktaschel LM&Ro KELM OffRL LRM 113 282 0 10 Jun 2019
Learning to combine Grammatical Error Corrections Yoav Kantor Yoav Katz Leshem Choshen Edo Cohen-Karlik Naftali Liberman Assaf Toledo Amir Menczel Noam Slonim 69 29 0 10 Jun 2019
A Survey on Neural Machine Reading Comprehension Boyu Qiu Xu Chen Jungang Xu Yingfei Sun FaML AIMat 71 31 0 10 Jun 2019
Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li Yiwei Lv 124 197 0 10 Jun 2019
Gendered Pronoun Resolution using BERT and an extractive question answering formulation Rakesh Chada FaML 52 10 0 09 Jun 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification Tu Vu Mohit Iyyer 44 2 0 09 Jun 2019
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings Yadollah Yaghoobzadeh Katharina Kann Timothy J. Hazen Eneko Agirre Hinrich Schütze 83 38 0 09 Jun 2019
A Survey on Neural Network Language Models Kun Jing Jungang Xu 58 56 0 09 Jun 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 77 142 0 09 Jun 2019
Sentence Centrality Revisited for Unsupervised Summarization Hao Zheng Mirella Lapata 72 172 0 08 Jun 2019
Real or Fake? Learning to Discriminate Machine from Human Generated Text A. Bakhtin Sam Gross Myle Ott Yuntian Deng MarcÁurelio Ranzato Arthur Szlam DeLMO 103 173 0 07 Jun 2019
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips Antoine Miech Dimitri Zhukov Jean-Baptiste Alayrac Makarand Tapaswi Ivan Laptev Josef Sivic VGen 133 1,212 0 07 Jun 2019
Leveraging BERT for Extractive Text Summarization on Lectures Derek Miller 68 244 0 07 Jun 2019
Matching the Blanks: Distributional Similarity for Relation Learning Livio Baldini Soares Nicholas FitzGerald Jeffrey Ling Tom Kwiatkowski 100 777 0 07 Jun 2019
Analyzing the Structure of Attention in a Transformer Language Model Jesse Vig Yonatan Belinkov 85 371 0 07 Jun 2019