Dat Quoc Nguyen
Dat Quoc Nguyen
Senior research scientist, VinAI Research, Vietnam; Honorary fellow, The University of Melbourne
Adresse e-mail validée de unimelb.edu.au - Page d'accueil
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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
2212015
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
1552018
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
1262016
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
852016
A survey of embedding models of entities and relationships for knowledge graph completion
DQ Nguyen
Proceedings of TextGraphs 2020, to appear, 2020
70*2020
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger
DQ Nguyen, DQ Nguyen, DD Pham, SB Pham
Proceedings EACL 2014: Demonstrations, 2014
63*2014
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
57*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
422016
Predicting Relevant News Events for Timeline Summaries
GB Tran, M Alrifai, DQ Nguyen
Proceedings of the WWW 2013 Poster Track, 2013
39*2013
Neighborhood Mixture Model for Knowledge Base Completion
DQ Nguyen, K Sirts, L Qu, M Johnson
Proceedings of CoNLL 2016, 2016
342016
From Treebank Conversion to Automatic Dependency Parsing for Vietnamese
DQ Nguyen, DQ Nguyen, SB Pham, PT Nguyen, ML Nguyen
Proceedings of NLDB 2014, 2014
332014
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
312017
An improved neural network model for joint POS tagging and dependency parsing
DQ Nguyen, K Verspoor
Proceedings of the CoNLL 2018 Shared Task, 2018
272018
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
272014
Search Personalization with Embeddings
T Vu, DQ Nguyen, M Johnson, D Song, A Willis
Proceedings of ECIR 2017, 2017
262017
A Vietnamese Question Answering System
DQ Nguyen, DQ Nguyen, SB Pham
Proceedings of KSE 2009, 2009
252009
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
DQ Nguyen, K Verspoor
Proceedings of BioNLP 2018, 2018
192018
Ripple Down Rules for Part-Of-Speech Tagging
DQ Nguyen, DQ Nguyen, SB Pham, DD Pham
Proceedings of CICLing 2011, 2011
192011
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
T Vu, DQ Nguyen, DQ Nguyen, M Dras, M Johnson
Proceedings of NAACL 2018: Demonstrations, 2018
182018
A Fast and Accurate Vietnamese Word Segmenter
DQ Nguyen, DQ Nguyen, T Vu, M Dras, M Johnson
Proceedings of LREC 2018, 2018
182018
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