Dat Quoc Nguyen
Dat Quoc Nguyen
Senior research scientist, VinAI Research, Vietnam; Honorary fellow, The University of Melbourne
Verified email at unimelb.edu.au - Homepage
TitleCited byYear
Improving Topic Models with Latent Feature Word Representations
DQ Nguyen, R Billingsley, L Du, M Johnson
Transactions of the ACL 3, 299-313, 2015
155*2015
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
862016
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
642018
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
642016
An overview of embedding models of entities and relationships for knowledge base completion
DQ Nguyen
arXiv preprint arXiv:1703.08098, 2017
522017
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger
DQ Nguyen, DQ Nguyen, DD Pham, SB Pham
Proceedings of EACL 2014: Demonstrations, 2014
45*2014
Predicting Relevant News Events for Timeline Summaries
GB Tran, M Alrifai, DQ Nguyen
Proceedings of the WWW 2013 Poster Track, 2013
35*2013
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
312016
From Treebank Conversion to Automatic Dependency Parsing for Vietnamese
DQ Nguyen, DQ Nguyen, SB Pham, PT Nguyen, ML Nguyen
Proceedings of NLDB 2014, 2014
262014
Neighborhood Mixture Model for Knowledge Base Completion
DQ Nguyen, K Sirts, L Qu, M Johnson
Proceedings of CoNLL 2016, 2016
252016
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
23*2019
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
DQ Nguyen, M Dras, M Johnson
Proceedings of the CoNLL 2017 Shared Task, 2017
212017
Sentiment classification on polarity reviews: an empirical study using rating-based features
DQ Nguyen, DQ Nguyen, T Vu, SB Pham
Proceedings of WASSA 2014, 2014
212014
A Vietnamese Question Answering System
DQ Nguyen, DQ Nguyen, SB Pham
Proceedings of KSE 2009, 2009
212009
Ripple Down Rules for Part-Of-Speech Tagging
DQ Nguyen, DQ Nguyen, SB Pham, DD Pham
Proceedings of CICLing 2011, 2011
182011
Search Personalization with Embeddings
T Vu, DQ Nguyen, M Johnson, D Song, A Willis
Proceedings of ECIR 2017, 2017
162017
An improved neural network model for joint POS tagging and dependency parsing
DQ Nguyen, K Verspoor
Proceedings of the CoNLL 2018 Shared Task, 2018
152018
jLDADMM: A Java package for the LDA and DMM topic models
DQ Nguyen
arXiv preprint arXiv:1808.03835, 2018
142018
A Mixture Model for Learning Multi-Sense Word Embeddings
DQ Nguyen, DQ Nguyen, A Modi, S Thater, M Pinkal
Proceedings of *SEM 2017, 2017
142017
Ripple Down Rules for Question Answering
DQ Nguyen, DQ Nguyen, SB Pham
Semantic Web 8 (4), 511-532, 2017
12*2017
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