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
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 11 441 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 16 31 0 14 Jun 2019
Image Captioning: Transforming Objects into Words Simão Herdade Armin Kappeler K. Boakye Joao Soares ViT 28 462 0 14 Jun 2019
Sentiment analysis is not solved! Assessing and probing sentiment classification Jeremy Barnes Lilja Øvrelid Erik Velldal 16 32 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 10 153 0 13 Jun 2019
Learning Video Representations using Contrastive Bidirectional Transformer Chen Sun Fabien Baradel Kevin Patrick Murphy Cordelia Schmid SSL ViT 19 133 0 13 Jun 2019
2D Attentional Irregular Scene Text Recognizer Pengyuan Lyu Zhicheng Yang Xinhang Leng Xiaojun Wu Ruiyu Li Xiaoyong Shen 3DV 28 50 0 13 Jun 2019
Lattice Transformer for Speech Translation Pei Zhang Boxing Chen Niyu Ge Kai Fan 34 48 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 13 830 0 13 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Mohit Bansal RALM 13 39 0 12 Jun 2019
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer E. Choi Zhen Xu Yujia Li Michael W. Dusenberry Gerardo Flores Yuan Xue Andrew M. Dai MedIm 19 238 0 11 Jun 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 6 58 0 11 Jun 2019
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification Pinlong Zhao Linlin Hou Ou Wu GNN 29 172 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 13 102 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 23 55 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 48 1,580 0 11 Jun 2019
GLTR: Statistical Detection and Visualization of Generated Text Sebastian Gehrmann Hendrik Strobelt Alexander M. Rush DeLMO 15 510 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 19 188 0 10 Jun 2019
Gendered Pronoun Resolution using BERT and an extractive question answering formulation Rakesh Chada FaML 14 10 0 09 Jun 2019
Leveraging BERT for Extractive Text Summarization on Lectures Derek Miller 16 241 0 07 Jun 2019
Analyzing the Structure of Attention in a Transformer Language Model Jesse Vig Yonatan Belinkov 19 357 0 07 Jun 2019
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation Yu Liu Li Deng Jianshu Chen C. Chen SSL 18 0 0 06 Jun 2019
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections Junxian He Zhisong Zhang Taylor Berg-Kirkpatrick Graham Neubig 25 21 0 06 Jun 2019
Unsupervised Pivot Translation for Distant Languages Yichong Leng Xu Tan Tao Qin Xiang-Yang Li Tie-Yan Liu 28 29 0 06 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 12 68 0 05 Jun 2019
Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos AILaw 11 212 0 05 Jun 2019
The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis Cynthia Rudin David Carlson HAI 17 34 0 04 Jun 2019
KERMIT: Generative Insertion-Based Modeling for Sequences William Chan Nikita Kitaev Kelvin Guu Mitchell Stern Jakob Uszkoreit VLM 23 65 0 04 Jun 2019
Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation Benjamin Heinzerling Michael Strube 6 36 0 04 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 57 1,371 0 04 Jun 2019
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition Shengfei Lyu Linghao Sun Huixiong Yi Yong-jin Liu Huanhuan Chen Chun Miao 16 0 0 04 Jun 2019
Detecting Local Insights from Global Labels: Supervised & Zero-Shot Sequence Labeling via a Convolutional Decomposition A. Schmaltz 19 8 0 04 Jun 2019
Episodic Memory in Lifelong Language Learning Cyprien de Masson dÁutume Sebastian Ruder Lingpeng Kong Dani Yogatama CLL KELM 25 280 0 03 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 40 1,452 0 03 Jun 2019
BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference Peichen Xie Bingzhe Wu Guangyu Sun BDL FedML 11 33 0 03 Jun 2019
Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model Aishwarya Bhandare Vamsi Sripathi Deepthi Karkada Vivek V. Menon Sun Choi Kushal Datta V. Saletore MQ 22 129 0 03 Jun 2019
Pretraining Methods for Dialog Context Representation Learning Shikib Mehri E. Razumovskaia Tiancheng Zhao M. Eskénazi 14 84 0 02 Jun 2019
Adversarial Generation and Encoding of Nested Texts A. Rozental GAN 11 0 0 01 Jun 2019
Investigating an Effective Character-level Embedding in Korean Sentence Classification Won Ik Cho Seokhwan Kim N. Kim 23 8 0 31 May 2019
Fine-Grained Spoiler Detection from Large-Scale Review Corpora Mengting Wan Rishabh Misra Ndapandula Nakashole Julian McAuley 9 129 0 31 May 2019
A Lightweight Recurrent Network for Sequence Modeling Biao Zhang Rico Sennrich 27 7 0 30 May 2019
Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing António Vilarinho Lopes M. Amin Farajian Gonçalo M. Correia Jonay Trénous André F. T. Martins 31 35 0 30 May 2019
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension Yasuhito Ohsugi Itsumi Saito Kyosuke Nishida Hisako Asano J. Tomita 25 43 0 30 May 2019
A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models Elman Mansimov Alex Jinpeng Wang Sean Welleck Kyunghyun Cho AIMat 20 46 0 29 May 2019
Unsupervised Paraphrasing without Translation Aurko Roy David Grangier BDL LRM 11 61 0 29 May 2019
Adapting Text Embeddings for Causal Inference Victor Veitch Dhanya Sridhar David M. Blei CML 9 21 0 29 May 2019
Defending Against Neural Fake News Rowan Zellers Ari Holtzman Hannah Rashkin Yonatan Bisk Ali Farhadi Franziska Roesner Yejin Choi AAML 17 996 0 29 May 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 31 219 0 28 May 2019
Combating Adversarial Misspellings with Robust Word Recognition Danish Pruthi Bhuwan Dhingra Zachary Chase Lipton 8 300 0 27 May 2019
STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems Jiani Zhang Xingjian Shi Shenglin Zhao Irwin King 29 225 0 27 May 2019