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 / 13,105 papers shown

Title
An Effective Label Noise Model for DNN Text Classification Ishan Jindal Daniel Pressel Brian Lester M. Nokleby NoLa 12 48 0 18 Mar 2019
ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream task Xuan-Son Vu Thanh Vu Son N. Tran Lili Jiang 16 6 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 6 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 8 190 0 08 Mar 2019
Predicting Research Trends From Arxiv Steffen Eger Chao Li Florian Netzer Iryna Gurevych 11 7 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 14 36 0 06 Mar 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 12 82 0 04 Mar 2019
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data Wei-Ye Zhao Liang Wang Kewei Shen Ruoyu Jia Jingming Liu 14 210 0 01 Mar 2019
Infer Your Enemies and Know Yourself, Learning in Real-Time Bidding with Partially Observable Opponents Manxing Du Alexander I. Cowen-Rivers Ying Wen Phu Sakulwongtana Jun Wang M. Brorsson R. State 11 1 0 28 Feb 2019
Link Prediction with Mutual Attention for Text-Attributed Networks Robin Brochier Adrien Guille Julien Velcin 6 12 0 28 Feb 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers David Vilares Mostafa Abdou Anders Søgaard 33 22 0 28 Feb 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 20 128 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 9 4 0 26 Feb 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 13 286 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 Matthew Cer Yun-hsuan Sung B. Strope R. Kurzweil 41 115 0 22 Feb 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities O. Ganea Sylvain Gelly Gary Bécigneul Aliaksei Severyn 19 18 0 21 Feb 2019
Using Embeddings to Correct for Unobserved Confounding in Networks Victor Veitch Yixin Wang David M. Blei CML 13 56 0 11 Feb 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 15 491 0 05 Feb 2019
A large-scale crowdsourced analysis of abuse against women journalists and politicians on Twitter Laure Delisle Freddie Kalaitzis Krzysztof Majewski A. D. Berker M. Marin Julien Cornebise 11 29 0 31 Jan 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Yu Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 9 188 0 29 Jan 2019
Stiffness: A New Perspective on Generalization in Neural Networks Stanislav Fort Pawel Krzysztof Nowak Stanislaw Jastrzebski S. Narayanan 11 94 0 28 Jan 2019
Dual Co-Matching Network for Multi-choice Reading Comprehension Shuailiang Zhang Zhao Hai Yuwei Wu Zhuosheng Zhang Xi Zhou Xiaoping Zhou 28 131 0 27 Jan 2019
A BERT Baseline for the Natural Questions Chris Alberti Kenton Lee Michael Collins ELM AI4MH 14 126 0 24 Jan 2019
TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents Thomas Wolf Victor Sanh Julien Chaumond Clement Delangue 17 493 0 23 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 18 2,707 0 22 Jan 2019
Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data Yinhao Zhu N. Zabaras P. Koutsourelakis P. Perdikaris PINN AI4CE 26 853 0 18 Jan 2019
Sentence transition matrix: An efficient approach that preserves sentence semantics Myeongjun Jang Pilsung Kang 11 2 0 16 Jan 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 16 11 0 15 Jan 2019
Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments Alex Warstadt Samuel R. Bowman 16 23 0 11 Jan 2019
Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Cristina Garbacea Samuel Carton Shiyan Yan Qiaozhu Mei ELM 17 29 0 02 Jan 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 26 5,390 0 20 Dec 2018
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Peng Gao Zhengkai Jiang Haoxuan You Pan Lu Steven C. H. Hoi Xiaogang Wang Hongsheng Li AIMat 19 362 0 13 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 13 692 0 06 Dec 2018
Efficient Attention: Attention with Linear Complexities Zhuoran Shen Mingyuan Zhang Haiyu Zhao Shuai Yi Hongsheng Li 15 506 0 04 Dec 2018
An Introductory Survey on Attention Mechanisms in NLP Problems Dichao Hu AIMat 6 246 0 12 Nov 2018
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency Won Ik Cho Hyeon Seung Lee J. Yoon Seokhwan Kim N. Kim 23 5 0 10 Nov 2018
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 19 466 0 02 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 8 116 0 31 Oct 2018
Large-scale Hierarchical Alignment for Data-driven Text Rewriting Nikola I. Nikolov Richard H. R. Hahnloser 32 7 0 18 Oct 2018
A Span-Extraction Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Wanxiang Che Li Xiao Zhipeng Chen Wentao Ma Shijin Wang Guoping Hu 26 181 0 17 Oct 2018
Multi-Source Cross-Lingual Model Transfer: Learning What to Share Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie 34 20 0 08 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 32 668 0 21 Sep 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 19 51 0 18 Sep 2018
RumourEval 2019: Determining Rumour Veracity and Support for Rumours G. Gorrell Kalina Bontcheva Leon Derczynski E. Kochkina Maria Liakata A. Zubiaga 9 213 0 18 Sep 2018
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 12 862 0 30 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,950 0 20 Apr 2018
Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation Lucas Vinh Tran T. Pham Yi Tay Yiding Liu Gao Cong Xiaoli Li 11 93 0 12 Apr 2018
Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data Andrew L. Beam Benjamin Kompa A. Schmaltz Inbar Fried G. Weber N. Palmer Xu Shi Tianxi Cai I. Kohane 8 176 0 04 Apr 2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings Austin C. Kozlowski Matt Taddy James A. Evans 19 375 0 25 Mar 2018
SparCML: High-Performance Sparse Communication for Machine Learning Cédric Renggli Saleh Ashkboos Mehdi Aghagolzadeh Dan Alistarh Torsten Hoefler 10 126 0 22 Feb 2018