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 / 18,001 papers shown

Title
Mask-Predict: Parallel Decoding of Conditional Masked Language Models Marjan Ghazvininejad Omer Levy Yinhan Liu Luke Zettlemoyer MoE 24 35 0 19 Apr 2019
An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale Yong Liu Pavel A. Dmitriev Yifei Huang Andrew Brooks Li Dong 16 4 0 19 Apr 2019
ERNIE: Enhanced Representation through Knowledge Integration Yu Sun Shuohuan Wang Yukun Li Shikun Feng Xuyi Chen Han Zhang Xin Tian Danxiang Zhu Hao Tian Hua Wu 79 895 0 19 Apr 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Shijie Wu Mark Dredze VLM SSeg 27 670 0 19 Apr 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 21 189 0 18 Apr 2019
DocBERT: BERT for Document Classification Ashutosh Adhikari Achyudh Ram Raphael Tang Jimmy J. Lin LLMAG VLM 13 296 0 17 Apr 2019
Document Expansion by Query Prediction Rodrigo Nogueira Wei Yang Jimmy J. Lin Kyunghyun Cho 54 408 0 17 Apr 2019
Amobee at SemEval-2019 Tasks 5 and 6: Multiple Choice CNN Over Contextual Embedding A. Rozental Dadi Biton 9 14 0 17 Apr 2019
Natural Language Semantics With Pictures: Some Language & Vision Datasets and Potential Uses for Computational Semantics David Schlangen 33 6 0 15 Apr 2019
Pre-training of Context-aware Item Representation for Next Basket Recommendation Jingxuan Yang Jun Xu Jianzhuo Tong Sheng Gao Jun Guo Jirong Wen 13 7 0 14 Apr 2019
Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System? Sorami Hisamoto Matt Post Kevin Duh MIACV SLR 33 106 0 11 Apr 2019
Deep Neural Networks Ensemble for Detecting Medication Mentions in Tweets D. Weissenbacher A. Sarker A. Klein K. O’Connor Arjun Magge Ranganatha G. Gonzalez-Hernandez 21 47 0 10 Apr 2019
Jointly Measuring Diversity and Quality in Text Generation Models Ehsan Montahaei Danial Alihosseini M. Baghshah 27 76 0 08 Apr 2019
UM-IU@LING at SemEval-2019 Task 6: Identifying Offensive Tweets Using BERT and SVMs Jian Zhu Zuoyu Tian Sandra Kübler VLM 11 39 0 06 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 48 1,932 0 06 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 39 415 0 05 Apr 2019
PoMo: Generating Entity-Specific Post-Modifiers in Context Jun Seok Kang IV RobertL.Logan Zewei Chu Yang Chen Dheeru Dua Kevin Gimpel Sameer Singh Niranjan Balasubramanian 34 11 0 05 Apr 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 49 82 0 05 Apr 2019
NL-FIIT at SemEval-2019 Task 9: Neural Model Ensemble for Suggestion Mining Samuel Pecar Marian Simko Maria Bielikova 14 7 0 05 Apr 2019
Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling Xiaochuang Han Jacob Eisenstein 22 20 0 04 Apr 2019
Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion Jonathan Mamou Oren Pereg Moshe Wasserblat Ido Dagan 21 0 0 04 Apr 2019
Probing Biomedical Embeddings from Language Models Qiao Jin Bhuwan Dhingra William W. Cohen Xinghua Lu 24 116 0 03 Apr 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally Dan Kondratyuk Milan Straka 39 263 0 03 Apr 2019
Structural Scaffolds for Citation Intent Classification in Scientific Publications Arman Cohan Bridger Waleed Ammar Madeleine van Zuylen Field Cady 25 247 0 02 Apr 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel DRL 23 76 0 02 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 21 128 0 02 Apr 2019
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You Jing Li Sashank J. Reddi Jonathan Hseu Sanjiv Kumar Srinadh Bhojanapalli Xiaodan Song J. Demmel Kurt Keutzer Cho-Jui Hsieh ODL 28 985 0 01 Apr 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification Jingqing Zhang Piyawat Lertvittayakumjorn Yike Guo VLM 33 118 0 29 Mar 2019
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 39 626 0 29 Mar 2019
CUTIE: Learning to Understand Documents with Convolutional Universal Text Information Extractor Xiaohui Zhao Endi Niu Zhuo Wu Xiaoguang Wang 29 56 0 29 Mar 2019
Distilling Task-Specific Knowledge from BERT into Simple Neural Networks Raphael Tang Yao Lu Linqing Liu Lili Mou Olga Vechtomova Jimmy J. Lin 32 417 0 28 Mar 2019
Wasserstein Dependency Measure for Representation Learning Sherjil Ozair Corey Lynch Yoshua Bengio Aaron van den Oord Sergey Levine P. Sermanet SSL DRL 30 116 0 28 Mar 2019
Simple Applications of BERT for Ad Hoc Document Retrieval Wei Yang Haotian Zhang Jimmy J. Lin 36 196 0 26 Mar 2019
Interoperability and machine-to-machine translation model with mappings to machine learning tasks Jacob Nilsson Fredrik Sandin J. Delsing AI4CE 39 18 0 26 Mar 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 42 591 0 25 Mar 2019
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs Zhibin Liu Zheng-Yu Niu Hua Wu Haifeng Wang 33 17 0 25 Mar 2019
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence Chi Sun Luyao Huang Xipeng Qiu 33 603 0 22 Mar 2019
Low Resource Text Classification with ULMFit and Backtranslation Sam Shleifer VLM 19 57 0 21 Mar 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 52 719 0 21 Mar 2019
Column2Vec: Structural Understanding via Distributed Representations of Database Schemas Michael J. Mior Alexander Ororbia 14 2 0 20 Mar 2019
An Effective Label Noise Model for DNN Text Classification Ishan Jindal Daniel Pressel Brian Lester M. Nokleby NoLa 32 48 0 18 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 27 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 39 434 0 14 Mar 2019
MirrorGAN: Learning Text-to-image Generation by Redescription Tingting Qiao Jing Zhang Duanqing Xu Dacheng Tao VLM GAN 33 538 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 30 28 0 13 Mar 2019
Maybe Deep Neural Networks are the Best Choice for Modeling Source Code Rafael-Michael Karampatsis Charles Sutton 32 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 19 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 26 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 24 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 23 24 0 08 Mar 2019