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 / 18,335 papers shown

Title
Making Neural Machine Reading Comprehension Faster Debajyoti Chatterjee AIMat 19 9 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 41 18 0 26 Mar 2019
A Silver Standard Corpus of Human Phenotype-Gene Relations Diana Sousa Andre Lamurias Francisco M. Couto 21 36 0 26 Mar 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 42 592 0 25 Mar 2019
Knowledge Aware Conversation Generation with Explainable Reasoning over Augmented Graphs Zhibin Liu Zheng-Yu Niu Hua Wu Haifeng Wang 36 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 52 722 0 21 Mar 2019
Column2Vec: Structural Understanding via Distributed Representations of Database Schemas Michael J. Mior Alexander Ororbia 24 2 0 20 Mar 2019
Cloze-driven Pretraining of Self-attention Networks Alexei Baevski Sergey Edunov Yinhan Liu Luke Zettlemoyer Michael Auli 10 198 0 19 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 22 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 27 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
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State Richard Futrell Ethan Gotlieb Wilcox Takashi Morita Peng Qian Miguel Ballesteros R. Levy MILM 42 191 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 28 205 0 07 Mar 2019
Predicting Research Trends From Arxiv Steffen Eger Chao Li Florian Netzer Iryna Gurevych 21 7 0 07 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders J. Fauw Sander Dieleman Karen Simonyan GAN 30 37 0 06 Mar 2019
SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA Daniel Hershcovich Zohar Aizenbud Leshem Choshen Elior Sulem A. Rappoport Omri Abend 30 36 0 06 Mar 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 81 0 04 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 25 210 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 16 1 0 28 Feb 2019
Representation Learning for Recommender Systems with Application to the Scientific Literature Robin Brochier 19 5 0 28 Feb 2019
Link Prediction with Mutual Attention for Text-Attributed Networks Robin Brochier Adrien Guille Julien Velcin 19 12 0 28 Feb 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers David Vilares Mostafa Abdou Anders Søgaard 33 22 0 28 Feb 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 31 546 0 28 Feb 2019
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition Vered Shwartz Ido Dagan CoGe 27 79 0 27 Feb 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models Alexandra Chronopoulou Christos Baziotis Alexandros Potamianos CLL 31 130 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 24 4 0 26 Feb 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Tal Schuster Ori Ram Regina Barzilay Amir Globerson 39 207 0 25 Feb 2019
Attentional Encoder Network for Targeted Sentiment Classification Youwei Song Jiahai Wang Tao Jiang Zhiyue Liu Yanghui Rao 14 275 0 25 Feb 2019
Pretraining-Based Natural Language Generation for Text Summarization Haoyu Zhang Jianjun Xu Ji Wang 22 208 0 25 Feb 2019
A Theoretical Analysis of Contrastive Unsupervised Representation Learning Sanjeev Arora H. Khandeparkar M. Khodak Orestis Plevrakis Nikunj Saunshi SSL 62 764 0 25 Feb 2019
Star-Transformer Qipeng Guo Xipeng Qiu Pengfei Liu Yunfan Shao Xiangyang Xue Zheng-Wei Zhang 27 262 0 25 Feb 2019
Text Analysis in Adversarial Settings: Does Deception Leave a Stylistic Trace? Tommi Gröndahl Nadarajah Asokan 28 24 0 24 Feb 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 29 286 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 Cer Yun-hsuan Sung B. Strope R. Kurzweil 52 115 0 22 Feb 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities O. Ganea Sylvain Gelly Gary Bécigneul Aliaksei Severyn 29 18 0 21 Feb 2019
Audio-Linguistic Embeddings for Spoken Sentences Albert Haque Michelle Guo Prateek Verma Li Fei-Fei 28 51 0 20 Feb 2019
Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent Jaehoon Lee Lechao Xiao S. Schoenholz Yasaman Bahri Roman Novak Jascha Narain Sohl-Dickstein Jeffrey Pennington 57 1,080 0 18 Feb 2019
Using Embeddings to Correct for Unobserved Confounding in Networks Victor Veitch Yixin Wang David M. Blei CML 23 56 0 11 Feb 2019