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
Title
Cited by
Cited by
Year
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
2282015
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
1692018
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
1292016
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
862016
A survey of embedding models of entities and relationships for knowledge graph completion
DQ Nguyen
Proceedings of TextGraphs 2020, to appear, 2020
72*2020
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger
DQ Nguyen, DQ Nguyen, DD Pham, SB Pham
Proceedings EACL 2014: Demonstrations, 2014
65*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
61*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
442016
Predicting Relevant News Events for Timeline Summaries
GB Tran, M Alrifai, DQ Nguyen
Proceedings of the WWW 2013 Poster Track, 2013
39*2013
From Treebank Conversion to Automatic Dependency Parsing for Vietnamese
DQ Nguyen, DQ Nguyen, SB Pham, PT Nguyen, ML Nguyen
Proceedings of NLDB 2014, 2014
352014
Neighborhood Mixture Model for Knowledge Base Completion
DQ Nguyen, K Sirts, L Qu, M Johnson
Proceedings of CoNLL 2016, 2016
342016
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
332017
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
302014
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
28*2020
An improved neural network model for joint POS tagging and dependency parsing
DQ Nguyen, K Verspoor
Proceedings of the CoNLL 2018 Shared Task, 2018
282018
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
262009
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
DQ Nguyen, K Verspoor
Proceedings of BioNLP 2018, 2018
202018
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
T Vu, DQ Nguyen, DQ Nguyen, M Dras, M Johnson
Proceedings of NAACL 2018: Demonstrations, 2018
202018
A Fast and Accurate Vietnamese Word Segmenter
DQ Nguyen, DQ Nguyen, T Vu, M Dras, M Johnson
Proceedings of LREC 2018, 2018
192018
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