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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"

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Title
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training Chris Donahue H. H. Mao Yiting Li G. Cottrell Julian McAuley 94 119 0 10 Jul 2019
Sparse Networks from Scratch: Faster Training without Losing Performance Tim Dettmers Luke Zettlemoyer 159 342 0 10 Jul 2019
BAM! Born-Again Multi-Task Networks for Natural Language Understanding Kevin Clark Minh-Thang Luong Urvashi Khandelwal Christopher D. Manning Quoc V. Le 101 230 0 10 Jul 2019
Large Memory Layers with Product Keys Guillaume Lample Alexandre Sablayrolles MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou MoE 93 135 0 10 Jul 2019
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing Jian Guo He He Tong He Leonard Lausen Mu Li ... Hang Zhang Zhi-Li Zhang Zhongyue Zhang Shuai Zheng Yi Zhu VLM BDL 119 198 0 09 Jul 2019
Transfer Learning from Audio-Visual Grounding to Speech Recognition Wei-Ning Hsu David Harwath James R. Glass SSL 65 32 0 09 Jul 2019
Cross-Domain Generalization of Neural Constituency Parsers Daniel Fried Nikita Kitaev Dan Klein NAI AI4CE 83 37 0 09 Jul 2019
Positional Normalization Boyi Li Felix Wu Kilian Q. Weinberger Serge J. Belongie 78 92 0 09 Jul 2019
To Tune or Not To Tune? How About the Best of Both Worlds? Ran A. Wang Haibo Su Chunye Wang Kailin Ji J. Ding VLM 85 17 0 09 Jul 2019
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks Bhaskar Mitra Corby Rosset D. Hawking Nick Craswell Fernando Diaz Emine Yilmaz 70 30 0 08 Jul 2019
Searching for Effective Neural Extractive Summarization: What Works and What's Next Ming Zhong Pengfei Liu Danqing Wang Xipeng Qiu Xuanjing Huang AI4TS 179 151 0 08 Jul 2019
Infer Implicit Contexts in Real-time Online-to-Offline Recommendation Xichen Ding Jie Tang T. Liu Cheng Xu Yaping Zhang Feng Shi Qixia Jiang Dan Shen OffRL CML 31 15 0 08 Jul 2019
Attending to Emotional Narratives Zhengxuan Wu Xiyu Zhang Zhi-Xuan Tan Jamil Zaki Desmond C. Ong AI4TS 57 18 0 08 Jul 2019
Improving Neural Relation Extraction with Implicit Mutual Relations Jun Kuang Yixin Cao Jianbing Zheng Xiangnan He Ming Gao Aoying Zhou AI4TS 65 22 0 08 Jul 2019
Improving short text classification through global augmentation methods Vukosi Marivate T. Sefara VLM 67 96 0 07 Jul 2019
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision Hongliang Dai Yangqiu Song 80 108 0 07 Jul 2019
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures Amir Pouran Ben Veyseh Thien Huu Nguyen Dejing Dou 94 45 0 07 Jul 2019
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer Guan-Lin Chao Ian Lane 90 103 0 05 Jul 2019
Graph Representation Learning via Hard and Channel-Wise Attention Networks Hongyang Gao Shuiwang Ji GNN 70 57 0 05 Jul 2019
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 292 2,252 0 05 Jul 2019
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model Giuseppe Castellucci Valentina Bellomaria Andrea Favalli Raniero Romagnoli VLM 61 75 0 05 Jul 2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank Junru Zhou Zhao Hai 127 144 0 05 Jul 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings Zenan Zhai Dat Quoc Nguyen S. Akhondi Camilo Thorne Christian Druckenbrodt Trevor Cohn M. Gregory Karin Verspoor 63 42 0 05 Jul 2019
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study Derek Howard M. Maslej Justin Lee Jacob Ritchie G. Woollard L. French AI4MH 50 30 0 04 Jul 2019
Multi-Task Learning for Coherence Modeling Youmna Farag H. Yannakoudakis 59 26 0 04 Jul 2019
Graph-based Knowledge Distillation by Multi-head Attention Network Seunghyun Lee B. Song 92 77 0 04 Jul 2019
An External Knowledge Enhanced Multi-label Charge Prediction Approach with Label Number Learning Duan Wei Li Lin AILaw 110 5 0 04 Jul 2019
Depth Growing for Neural Machine Translation Lijun Wu Yiren Wang Yingce Xia Fei Tian Fei Gao Tao Qin Jianhuang Lai Tie-Yan Liu 68 41 0 03 Jul 2019
Encoding high-cardinality string categorical variables Patricio Cerda Gaël Varoquaux 87 91 0 03 Jul 2019
Augmenting Self-attention with Persistent Memory Sainbayar Sukhbaatar Edouard Grave Guillaume Lample Hervé Jégou Armand Joulin RALM KELM 77 139 0 02 Jul 2019
How we do things with words: Analyzing text as social and cultural data D. Nguyen Maria Liakata Simon DeDeo Jacob Eisenstein David M. Mimno Rebekah Tromble J. Winters 71 88 0 02 Jul 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 70 112 0 02 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 79 13 0 02 Jul 2019
Neural Semantic Parsing with Anonymization for Command Understanding in General-Purpose Service Robots Nick Walker Yu-Tang Peng Maya Cakmak 70 15 0 02 Jul 2019
Claim Extraction in Biomedical Publications using Deep Discourse Model and Transfer Learning Titipat Achakulvisut Chandra Bhagavatula Daniel Ernesto Acuna Konrad Paul Kording 45 38 0 01 Jul 2019
Katecheo: A Portable and Modular System for Multi-Topic Question Answering S. Hirekodi Seban Sunny Leonard Topno Alwin Daniel Daniel Whitenack Reuben Skewes Stuart Cranney KELM 31 1 0 01 Jul 2019
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning Wenling Shang Alexander R. Trott Stephan Zheng Caiming Xiong R. Socher 92 18 0 01 Jul 2019
Do Transformer Attention Heads Provide Transparency in Abstractive Summarization? Joris Baan Maartje ter Hoeve M. V. D. Wees Anne Schuth Maarten de Rijke 85 21 0 01 Jul 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words Ziniu Hu Ting-Li Chen Kai-Wei Chang Yizhou Sun 91 77 0 01 Jul 2019
Patent Claim Generation by Fine-Tuning OpenAI GPT-2 Jieh-Sheng Lee J. Hsiang 142 151 0 01 Jul 2019
The University of Sydney's Machine Translation System for WMT19 Liang Ding Dacheng Tao 57 13 0 30 Jun 2019
ICDAR 2019 Competition on Scene Text Visual Question Answering Ali Furkan Biten Rubèn Pérez Tito Andrés Mafla Lluís Gómez Marçal Rusiñol Minesh Mathew C. V. Jawahar Ernest Valveny Dimosthenis Karatzas 76 76 0 30 Jun 2019
BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language Recognition Shaoshi Ling Julian Salazar Yuzong Liu Katrin Kirchhoff SSL 93 28 0 30 Jun 2019
Self-Supervised Dialogue Learning Jiawei Wu Xin Eric Wang William Yang Wang SSL 73 58 0 30 Jun 2019
Machine Reading Comprehension: a Literature Review Xin Zhang An Yang Sujian Li Yizhong Wang 91 33 0 30 Jun 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting Shiyang Li Xiaoyong Jin Yao Xuan Xiyou Zhou Wenhu Chen Yu Wang Xifeng Yan AI4TS 207 1,452 0 29 Jun 2019
Deep Gamblers: Learning to Abstain with Portfolio Theory Liu Ziyin Zhikang T. Wang Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency Masahito Ueda 116 114 0 29 Jun 2019
GPT-based Generation for Classical Chinese Poetry Yi-Lun Liao Yasheng Wang Qun Liu Xin Jiang 79 40 0 29 Jun 2019
Relating Simple Sentence Representations in Deep Neural Networks and the Brain Sharmistha Jat Hao Tang Partha P. Talukdar Tom Michael Mitchell 70 22 0 27 Jun 2019
Compositional Semantic Parsing Across Graphbanks Matthias Lindemann Jonas Groschwitz Alexander Koller GNN 70 53 0 27 Jun 2019