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
2682015
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
2322018
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
1482016
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
1112016
A survey of embedding models of entities and relationships for knowledge graph completion
DQ Nguyen
Proceedings of TextGraphs 2020, 2020
88*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
87*2019
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger
DQ Nguyen, DQ Nguyen, DD Pham, SB Pham
Proceedings EACL 2014: Demonstrations, 2014
752014
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
502016
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
T Vu, DQ Nguyen, DQ Nguyen, M Dras, M Johnson
Proceedings of NAACL 2018: Demonstrations, 2018
462018
PhoBERT: Pre-trained language models for Vietnamese
DQ Nguyen, AT Nguyen
Findings of EMNLP 2020, 2020
452020
Predicting Relevant News Events for Timeline Summaries
GB Tran, M Alrifai, DQ Nguyen
Proceedings of the WWW 2013 Poster Track, 2013
44*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
412014
BERTweet: A pre-trained language model for English Tweets
DQ Nguyen, T Vu, AT Nguyen
Proceedings of EMNLP 2020: System Demonstrations, 2020
402020
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
37*2020
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
372017
Neighborhood Mixture Model for Knowledge Base Completion
DQ Nguyen, K Sirts, L Qu, M Johnson
Proceedings of CoNLL 2016, 2016
372016
An improved neural network model for joint POS tagging and dependency parsing
DQ Nguyen, K Verspoor
Proceedings of the CoNLL 2018 Shared Task, 2018
352018
Search Personalization with Embeddings
T Vu, DQ Nguyen, M Johnson, D Song, A Willis
Proceedings of ECIR 2017, 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
322014
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
DQ Nguyen, K Verspoor
Proceedings of BioNLP 2018, 2018
292018
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Articles 1–20