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
Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers Liwei Wu Shuqing Li Cho-Jui Hsieh James Sharpnack 21 31 0 25 May 2019
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark Nikita Nangia Samuel R. Bowman ELM ALM 34 75 0 24 May 2019
Discrete Flows: Invertible Generative Models of Discrete Data Dustin Tran Keyon Vafa Kumar Krishna Agrawal Laurent Dinh Ben Poole DRL 24 114 0 24 May 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 96 1,413 0 24 May 2019
Personalizing Dialogue Agents via Meta-Learning Zhaojiang Lin Andrea Madotto Chien-Sheng Wu Pascale Fung 58 180 0 24 May 2019
Zero-shot Knowledge Transfer via Adversarial Belief Matching P. Micaelli Amos Storkey 19 228 0 23 May 2019
Misspelling Oblivious Word Embeddings Bora Edizel Aleksandra Piktus Piotr Bojanowski Rui A. Ferreira Edouard Grave Fabrizio Silvestri 12 63 0 23 May 2019
Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment Jivitesh Sharma Per-Arne Andersen Ole-Christoffer Granmo M. G. Olsen AI4CE 35 68 0 23 May 2019
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese Enkhbold Bataa Joshua Wu 21 33 0 23 May 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 58 1,417 0 22 May 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 33 148 0 21 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 19 102 0 21 May 2019
Interpretable Neural Predictions with Differentiable Binary Variables Jasmijn Bastings Wilker Aziz Ivan Titov 32 211 0 20 May 2019
Human-like machine thinking: Language guided imagination Feng Qi Wenchuan Wu AI4CE MLLM 16 5 0 18 May 2019
Story Ending Prediction by Transferable BERT Zhongyang Li Xiao Ding Ting Liu 34 52 0 17 May 2019
Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language Yuri Kuratov M. Arkhipov 11 274 0 17 May 2019
Gmail Smart Compose: Real-Time Assisted Writing Mengzhao Chen Benjamin Lee G. Bansal Yuan Cao Shuyuan Zhang ... Yinan Wang Andrew M. Dai Zhehuai Chen Timothy Sohn Yonghui Wu 21 203 0 17 May 2019
An Information Theoretic Interpretation to Deep Neural Networks Shao-Lun Huang Xiangxiang Xu Lizhong Zheng G. Wornell FAtt 22 41 0 16 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 37 377 0 16 May 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 91 848 0 15 May 2019
A Surprisingly Robust Trick for Winograd Schema Challenge Vid Kocijan Ana-Maria Cretu Oana-Maria Camburu Yordan Yordanov Thomas Lukasiewicz 26 101 0 15 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 50 1,441 0 15 May 2019
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation Loïc Vial Benjamin Lecouteux D. Schwab 16 90 0 14 May 2019
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation Ning Dai Jianze Liang Xipeng Qiu Xuanjing Huang DRL 16 202 0 14 May 2019
Entity-Relation Extraction as Multi-Turn Question Answering Xiaoya Li Fan Yin Zijun Sun Xiayu Li Arianna Yuan Duo Chai Mingxin Zhou Jiwei Li 33 346 0 14 May 2019
PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model Jieh-Sheng Lee J. Hsiang 11 93 0 14 May 2019
A Review of Keyphrase Extraction Eirini Papagiannopoulou Grigorios Tsoumakas 21 166 0 13 May 2019
Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren Xu Tan Tao Qin Sheng Zhao Zhou Zhao Tie-Yan Liu 44 101 0 13 May 2019
Synchronous Bidirectional Neural Machine Translation Long Zhou Jiajun Zhang Chengqing Zong 22 106 0 13 May 2019
A logical-based corpus for cross-lingual evaluation Felipe Salvatore Marcelo Finger R. Hirata 21 1 0 10 May 2019
Deep Unsupervised Cardinality Estimation Zongheng Yang Eric Liang Amog Kamsetty Chenggang Wu Yan Duan Peter Chen Pieter Abbeel J. M. Hellerstein S. Krishnan Ion Stoica 27 203 0 10 May 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 43 171 0 10 May 2019
Improving Discrete Latent Representations With Differentiable Approximation Bridges Jason Ramapuram Russ Webb DRL 19 9 0 09 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu-Chiang Frank Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 80 1,551 0 08 May 2019
Show, Price and Negotiate: A Negotiator with Online Value Look-Ahead Amin Parvaneh Ehsan Abbasnejad Qi Wu Javen Qinfeng Shi Anton van den Hengel OffRL 29 5 0 07 May 2019
Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS Yangzhou Jiang Cong Zhao Zeyang Dou Lei Pang 14 5 0 07 May 2019
Taming Pretrained Transformers for Extreme Multi-label Text Classification Wei-Cheng Chang Hsiang-Fu Yu Kai Zhong Yiming Yang Inderjit Dhillon 25 20 0 07 May 2019
Investigating the Successes and Failures of BERT for Passage Re-Ranking Harshith Padigela Hamed Zamani W. Bruce Croft 19 47 0 05 May 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing Yasumasa Onoe Greg Durrett 27 57 0 04 May 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 27 159 0 01 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 26 586 0 30 Apr 2019
Very Deep Self-Attention Networks for End-to-End Speech Recognition Ngoc-Quan Pham T. Nguyen Jan Niehues Markus Müller Sebastian Stüker A. Waibel 25 161 0 30 Apr 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 33 20 0 30 Apr 2019
Towards Efficient Model Compression via Learned Global Ranking Ting-Wu Chin Ruizhou Ding Cha Zhang Diana Marculescu 16 170 0 28 Apr 2019
Improved Conditional VRNNs for Video Prediction Lluis Castrejon Nicolas Ballas Aaron Courville VGen DRL 23 161 0 27 Apr 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 31 227 0 25 Apr 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 28 106 0 25 Apr 2019
Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference Nikita Kitaev Dan Klein 38 20 0 22 Apr 2019
Understanding Roles and Entities: Datasets and Models for Natural Language Inference Arindam Mitra Ishan Shrivastava Chitta Baral 28 2 0 22 Apr 2019
Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring Samuel Humeau Kurt Shuster Marie-Anne Lachaux Jason Weston 30 280 0 22 Apr 2019