Dat Quoc Nguyen

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Dai Quoc NguyenOracleVerified 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
Karin VerspoorExecutive Dean, School of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Son Bao PhamAssociate Professor, VNU University of Engineering and TechnologyVerified email at vnu.edu.vn
Tu Dinh NguyenCanvaVerified email at canva.com
Anh Tuan NguyenMember of Technical Staff, Microsoft ResearchVerified email at microsoft.com
Zenan ZhaiOracleVerified email at oracle.com
Mai Hoang DaoPh.D. student in Computer Science, University of EdinburghVerified email at ed.ac.uk
Mark DrasProfessor of Computing, Macquarie UniversityVerified email at mq.edu.au
Linh The NguyenAI Engineer, VinAI Research, VietnamVerified email at vinai.io
Trevor CohnGoogle Research (Research Scientist) & University of Melbourne (Professor; School of CIS)Verified email at unimelb.edu.au
Lan DuAssociate Professor, Faculty of IT, Monash UniversityVerified email at monash.edu
Kairit SirtsUniversity of TartuVerified email at ut.ee
Timothy BaldwinMBZUAI and The University of MelbourneVerified email at unimelb.edu.au
Hiyori YoshikawaFujitsu Laboratories Ltd.Verified email at jp.fujitsu.com
Thinh Hung TruongPhD Student, The University of MelbourneVerified email at student.unimelb.edu.au
Lizhen QuMonash UniversityVerified email at monash.edu
Long DoanGeorge Mason UniversityVerified email at gmu.edu

Dat Quoc Nguyen

VinAI Research

Verified email at vinai.io - Homepage

Natural language processing Deep learning Foundation models 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	1009	2018
BERTweet: A pre-trained language model for English Tweets DQ Nguyen, T Vu, AT Nguyen Proceedings of EMNLP 2020: System Demonstrations, 2020	981	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	428	2015
PhoBERT: Pre-trained language models for Vietnamese DQ Nguyen, AT Nguyen Findings of EMNLP 2020, 2020	395	2020
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	333	2019
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	239	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	213	2016
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit T Vu, DQ Nguyen, DQ Nguyen, M Dras, M Johnson Proceedings of NAACL 2018: Demonstrations, 2018	192	2018
A Label Attention Model for ICD Coding from Clinical Text T Vu, DQ Nguyen, A Nguyen Proceedings of IJCAI 2020, 2020	169	2020
A survey of embedding models of entities and relationships for knowledge graph completion DQ Nguyen Proceedings of TextGraphs 2020, 2020	162*	2020
End-to-end neural relation extraction using deep biaffine attention DQ Nguyen, K Verspoor Proceedings of ECIR 2019, 2019	106	2019
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger DQ Nguyen, DQ Nguyen, DD Pham, SB Pham Proceedings EACL 2014: Demonstrations, 2014	96	2014
An improved neural network model for joint POS tagging and dependency parsing DQ Nguyen, K Verspoor Proceedings of the CoNLL 2018 Shared Task, 2018	83	2018
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	79	2016
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	78*	2020
Predicting Relevant News Events for Timeline Summaries G Binh Tran, M Alrifai, D Quoc Nguyen Companion Proceedings of WWW 2013, 2013	72	2013
A Fast and Accurate Vietnamese Word Segmenter DQ Nguyen, DQ Nguyen, T Vu, M Dras, M Johnson Proceedings of LREC 2018, 2018	71	2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings DQ Nguyen, K Verspoor Proceedings of BioNLP 2018, 2018	70	2018
Neighborhood Mixture Model for Knowledge Base Completion DQ Nguyen, K Sirts, L Qu, M Johnson Proceedings of CoNLL 2016, 2016	61	2016
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese AT Nguyen, MH Dao, DQ Nguyen Findings of EMNLP 2020, 2020	59	2020

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