Dat Quoc Nguyen

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Dai Quoc NguyenOracle LabsVerified email at oracle.com
Thanh Tien VuOracle CorporationVerified email at oracle.com
Mark JohnsonProfessor of Language Sciences, School of Computing, Macquarie UniversityVerified email at MQ.edu.au
Dinh PhungProfessor, Monash UniversityVerified email at monash.edu
Son Bao PhamAssociate Professor, VNU University of Engineering and TechnologyVerified email at vnu.edu.vn
Karin VerspoorExecutive Dean, School of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Tu Dinh NguyenSenior Applied Research Scientist, VinAIVerified email at vinai.io
Zenan ZhaiUniversity of MelbourneVerified email at student.unimelb.edu.au
Mark DrasAssociate Professor of Computing, Macquarie UniversityVerified email at mq.edu.au
Mai Hoang DaoAI Research Intern, VinAI Research, VietnamVerified email at vinai.io
Camilo ThorneSenior Data Scientist @ ElsevierVerified email at elsevier.com
Richard BillingsleyPostdoc, Macquarie UniversityVerified email at mq.edu.au
Anh Tuan NguyenNvidiaVerified email at nvidia.com
Saber AkhondiScientific Researcher, Principal NLP Scientist ElsevierVerified email at erasmusmc.nl
Du LanSenior lecturer, Faculty of IT, Monash UniversityVerified email at monash.edu
Kairit SirtsUniversity of TartuVerified email at ut.ee
Trevor CohnSchool of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Lizhen QuMonash UniversityVerified email at monash.edu
Timothy BaldwinMBZUAI and The University of MelbourneVerified email at unimelb.edu.au
Hiyori YoshikawaFujitsu Laboratories Ltd.Verified email at jp.fujitsu.com

Dat Quoc Nguyen

Senior research scientist & Head of NLP department, VinAI Research, Vietnam

Verified email at vinai.io - Homepage

Natural language processing Machine learning Information retrieval


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A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network DQ Nguyen, TD Nguyen, DQ Nguyen, D Phung Proceedings of NAACL 2018, 2018	419	2018
Improving Topic Models with Latent Feature Word Representations DQ Nguyen, R Billingsley, L Du, M Johnson Transactions of the Association for Computational Linguistics 3, 299-313, 2015	331	2015
BERTweet: A pre-trained language model for English Tweets DQ Nguyen, T Vu, AT Nguyen Proceedings of EMNLP 2020: System Demonstrations, 2020	217	2020
STransE: a novel embedding model of entities and relationships in knowledge bases DQ Nguyen, K Sirts, L Qu, M Johnson Proceedings of NAACL 2016, 2016	176	2016
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization DQ Nguyen, T Vu, TD Nguyen, DQ Nguyen, D Phung Proceedings of NAACL 2019, 2019	166*	2019
Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection D Surian, DQ Nguyen, G Kennedy, M Johnson, E Coiera, AG Dunn Journal of Medical Internet Research 18 (8), e232, 2016	154	2016
A survey of embedding models of entities and relationships for knowledge graph completion DQ Nguyen Proceedings of TextGraphs 2020, 2020	119*	2020
PhoBERT: Pre-trained language models for Vietnamese DQ Nguyen, AT Nguyen Findings of EMNLP 2020, 2020	104	2020
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit T Vu, DQ Nguyen, DQ Nguyen, M Dras, M Johnson Proceedings of NAACL 2018: Demonstrations, 2018	79	2018
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger DQ Nguyen, DQ Nguyen, DD Pham, SB Pham Proceedings EACL 2014: Demonstrations, 2014	78	2014
A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-of-Speech Tagging DQ Nguyen, DQ Nguyen, DD Pham, SB Pham AI Communications 29 (3), 409-422, 2016	60	2016
Predicting Relevant News Events for Timeline Summaries G Binh Tran, M Alrifai, D Quoc Nguyen Companion Proceedings of WWW 2013, 2013	57	2013
An improved neural network model for joint POS tagging and dependency parsing DQ Nguyen, K Verspoor Proceedings of the CoNLL 2018 Shared Task, 2018	55	2018
WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets DQ Nguyen, T Vu, A Rahimi, MH Dao, LT Nguyen, L Doan Proceedings of WNUT 2020, 2020	53*	2020
Search personalization with embeddings T Vu, DQ Nguyen, M Johnson, D Song, A Willis Proceedings of ECIR 2017, 2017	49	2017
Neighborhood Mixture Model for Knowledge Base Completion DQ Nguyen, K Sirts, L Qu, M Johnson Proceedings of CoNLL 2016, 2016	49	2016
End-to-end neural relation extraction using deep biaffine attention DQ Nguyen, K Verspoor Proceedings of ECIR 2019, 2019	47	2019
From Treebank Conversion to Automatic Dependency Parsing for Vietnamese DQ Nguyen, DQ Nguyen, SB Pham, PT Nguyen, ML Nguyen Proceedings of NLDB 2014, 2014	42	2014
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings DQ Nguyen, K Verspoor Proceedings of BioNLP 2018, 2018	41	2018
A Fast and Accurate Vietnamese Word Segmenter DQ Nguyen, DQ Nguyen, T Vu, M Dras, M Johnson Proceedings of LREC 2018, 2018	39	2018

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