Dat Quoc Nguyen

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Dai Quoc NguyenOracle LabsVerified email at oracle.com
Thanh 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
Anh Tuan NguyenMicrosoftVerified email at microsoft.com
Mark DrasAssociate Professor of Computing, Macquarie UniversityVerified email at mq.edu.au
Mai Hoang DaoPh.D. student in Computer Science, University of EdinburghVerified email at ed.ac.uk
Saber AkhondiScientific Researcher, senior director data Science ElseviesVerified email at erasmusmc.nl
Camilo ThornePrincipal Data Scientist @ ElsevierVerified email at elsevier.com
Richard BillingsleyPostdoc, Macquarie UniversityVerified email at mq.edu.au
Kairit SirtsUniversity of TartuVerified email at ut.ee
Lan Du, SMIEEEFaculty of IT, Monash UniversityVerified email at monash.edu
Trevor CohnGoogle DeepMind & 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

VinAI Research

Verified email at vinai.io - Homepage

Natural language processing Machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	695	2018
BERTweet: A pre-trained language model for English Tweets DQ Nguyen, T Vu, AT Nguyen Proceedings of EMNLP 2020: System Demonstrations, 2020	515	2020
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	377	2015
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	247*	2019
PhoBERT: Pre-trained language models for Vietnamese DQ Nguyen, AT Nguyen Findings of EMNLP 2020, 2020	222	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	218	2016
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	187	2016
A survey of embedding models of entities and relationships for knowledge graph completion DQ Nguyen Proceedings of TextGraphs 2020, 2020	145*	2020
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit T Vu, DQ Nguyen, DQ Nguyen, M Dras, M Johnson Proceedings of NAACL 2018: Demonstrations, 2018	135	2018
A Label Attention Model for ICD Coding from Clinical Text T Vu, DQ Nguyen, A Nguyen Proceedings of IJCAI 2020, 2020	86	2020
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger DQ Nguyen, DQ Nguyen, DD Pham, SB Pham Proceedings EACL 2014: Demonstrations, 2014	85	2014
End-to-end neural relation extraction using deep biaffine attention DQ Nguyen, K Verspoor Proceedings of ECIR 2019, 2019	79	2019
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	71	2016
An improved neural network model for joint POS tagging and dependency parsing DQ Nguyen, K Verspoor Proceedings of the CoNLL 2018 Shared Task, 2018	68	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	65*	2020
Predicting Relevant News Events for Timeline Summaries G Binh Tran, M Alrifai, D Quoc Nguyen Companion Proceedings of WWW 2013, 2013	62	2013
A Fast and Accurate Vietnamese Word Segmenter DQ Nguyen, DQ Nguyen, T Vu, M Dras, M Johnson Proceedings of LREC 2018, 2018	55	2018
Neighborhood Mixture Model for Knowledge Base Completion DQ Nguyen, K Sirts, L Qu, M Johnson Proceedings of CoNLL 2016, 2016	54	2016
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings DQ Nguyen, K Verspoor Proceedings of BioNLP 2018, 2018	52	2018
Search personalization with embeddings T Vu, DQ Nguyen, M Johnson, D Song, A Willis Proceedings of ECIR 2017, 2017	51	2017

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