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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"

50 / 23,507 papers shown

Title
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Chi Sun Luyao Huang Xipeng Qiu 78 616 0 22 Mar 2019
Low Resource Text Classification with ULMFit and Backtranslation Sam Shleifer VLM 58 58 0 21 Mar 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 143 735 0 21 Mar 2019
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems Arshit Gupta John Hewitt Katrin Kirchhoff 50 38 0 19 Mar 2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 103 797 0 19 Mar 2019
When redundancy is useful: A Bayesian approach to óverinformative' referring expressions Judith Degen Robert D. Hawkins Caroline Graf Elisa Kreiss Noah D. Goodman 74 81 0 19 Mar 2019
Cloze-driven Pretraining of Self-attention Networks Alexei Baevski Sergey Edunov Yinhan Liu Luke Zettlemoyer Michael Auli 52 198 0 19 Mar 2019
Lemotif: An Affective Visual Journal Using Deep Neural Networks X. Li Devi Parikh 57 2 0 18 Mar 2019
An Effective Label Noise Model for DNN Text Classification Ishan Jindal Daniel Pressel Brian Lester M. Nokleby NoLa 73 49 0 18 Mar 2019
Stabilize Deep ResNet with A Sharp Scaling Factor $τ$ Huishuai Zhang Da Yu Mingyang Yi Wei Chen Tie-Yan Liu 57 9 0 17 Mar 2019
An Exploration of State-of-the-art Methods for Offensive Language Detection Harrison Uglow Martin Zlocha Szymon Zmyslony ObjD 35 4 0 15 Mar 2019
A Context-Aware Citation Recommendation Model with BERT and Graph Convolutional Networks Chanwoo Jeong Sion Jang Hyuna Shin Eunjeong Lucy Park Sungchul Choi 3DV GNN 68 162 0 15 Mar 2019
Show, Translate and Tell D. Peri Shagan Sah R. Ptucha 33 5 0 14 Mar 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 106 19 0 14 Mar 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 111 441 0 14 Mar 2019
MirrorGAN: Learning Text-to-image Generation by Redescription Tingting Qiao Jing Zhang Duanqing Xu Dacheng Tao VLM GAN 67 544 0 14 Mar 2019
Deep Patent Landscaping Model Using Transformer and Graph Embedding Seok-Jai Choi Hyeonju Lee Eunjeong Lucy Park Sungchul Choi 37 15 0 14 Mar 2019
Consistent Dialogue Generation with Self-supervised Feature Learning Yizhe Zhang Xiang Gao Sungjin Lee Chris Brockett Michel Galley Jianfeng Gao W. Dolan 120 28 0 13 Mar 2019
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code Rafael-Michael Karampatsis Charles Sutton 119 54 0 13 Mar 2019
ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation Ethan M. Rudd Felipe N. Ducau Cody Wild Konstantin Berlin Richard E. Harang AAML 68 29 0 13 Mar 2019
ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task Xuan-Son Vu Thanh Tien Vu Son N. Tran Lili Jiang 61 6 0 11 Mar 2019
HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing Wei Jiang Zhenghua Li Yu Zhang Min Zhang 81 20 0 11 Mar 2019
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring Zhengyuan Liu Jia Hui Hazel Lim Nur Farah Ain Binte Sahimi Shao Chuen Tong Sharon Ong ... M. Macdonald Savitha Ramasamy Pavitra Krishnaswamy W. Chow Nancy F. Chen 142 24 0 08 Mar 2019
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State Richard Futrell Ethan Gotlieb Wilcox Takashi Morita Peng Qian Miguel Ballesteros R. Levy MILM 128 196 0 08 Mar 2019
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 93 207 0 07 Mar 2019
Option Comparison Network for Multiple-choice Reading Comprehension Qiu Ran Peng Li Weiwei Hu Jie Zhou 64 61 0 07 Mar 2019
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA Daniel Hershcovich Zohar Aizenbud Leshem Choshen Elior Sulem A. Rappoport Omri Abend 92 36 0 06 Mar 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 84 83 0 04 Mar 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 128 967 0 01 Mar 2019
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data Wei Zhao Liang Wang Kewei Shen Ruoyu Jia Jingming Liu 138 216 0 01 Mar 2019
Representation Learning for Recommender Systems with Application to the Scientific Literature Robin Brochier 33 5 0 28 Feb 2019
Link Prediction with Mutual Attention for Text-Attributed Networks Robin Brochier Adrien Guille Julien Velcin 60 13 0 28 Feb 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers David Vilares Mostafa Abdou Anders Søgaard 106 23 0 28 Feb 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 97 558 0 28 Feb 2019
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition Vered Shwartz Ido Dagan CoGe 72 79 0 27 Feb 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 74 132 0 27 Feb 2019
An Editorial Network for Enhanced Document Summarization E. Moroshko Guy Feigenblat Haggai Roitman D. Konopnicki 46 12 0 27 Feb 2019
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition Thai-Hoang Pham Khai Mai M. T. Nguyen Nguyen Tuan Duc Danushka Bollegala Ryohei Sasano Satoshi Sekine 65 4 0 26 Feb 2019
SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data Baohua Sun Lin Yang Wenhan Zhang Michael Lin Patrick Dong Charles Young Jason Dong LMTD 26 9 0 26 Feb 2019
BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers Martin Fajcik Lukávs Burget Pavel Smrz 116 44 0 25 Feb 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 92 211 0 25 Feb 2019
Attentional Encoder Network for Targeted Sentiment Classification Youwei Song Jiahai Wang Tao Jiang Zhiyue Liu Yanghui Rao 72 278 0 25 Feb 2019
Pretraining-Based Natural Language Generation for Text Summarization Haoyu Zhang Jianjun Xu Ji Wang 66 209 0 25 Feb 2019
A Theoretical Analysis of Contrastive Unsupervised Representation Learning Sanjeev Arora H. Khandeparkar M. Khodak Orestis Plevrakis Nikunj Saunshi SSL 116 785 0 25 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng Zhang 96 265 0 25 Feb 2019
Transfer Learning for Sequences via Learning to Collocate Wanyun Cui Guangyu Zheng Zhiqiang Shen Sihang Jiang Wei Wang AI4TS 70 19 0 25 Feb 2019
Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Tommi Gröndahl Nadarajah Asokan 90 24 0 24 Feb 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 74 56 0 23 Feb 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 106 292 0 22 Feb 2019
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax Yinfei Yang Gustavo Hernández Ábrego Steve Yuan Mandy Guo Qinlan Shen Daniel Cer Yun-hsuan Sung B. Strope R. Kurzweil 88 118 0 22 Feb 2019