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Dat Quoc Nguyen
Dat Quoc Nguyen
Senior research scientist & Head of NLP department, VinAI Research, Vietnam
Verified email at vinai.io - Homepage
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
4192018
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
3312015
BERTweet: A pre-trained language model for English Tweets
DQ Nguyen, T Vu, AT Nguyen
Proceedings of EMNLP 2020: System Demonstrations, 2020
2172020
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
1762016
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
166*2019
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
1542016
A survey of embedding models of entities and relationships for knowledge graph completion
DQ Nguyen
Proceedings of TextGraphs 2020, 2020
119*2020
PhoBERT: Pre-trained language models for Vietnamese
DQ Nguyen, AT Nguyen
Findings of EMNLP 2020, 2020
1042020
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
T Vu, DQ Nguyen, DQ Nguyen, M Dras, M Johnson
Proceedings of NAACL 2018: Demonstrations, 2018
792018
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger
DQ Nguyen, DQ Nguyen, DD Pham, SB Pham
Proceedings EACL 2014: Demonstrations, 2014
782014
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
602016
Predicting Relevant News Events for Timeline Summaries
G Binh Tran, M Alrifai, D Quoc Nguyen
Companion Proceedings of WWW 2013, 2013
572013
An improved neural network model for joint POS tagging and dependency parsing
DQ Nguyen, K Verspoor
Proceedings of the CoNLL 2018 Shared Task, 2018
552018
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
53*2020
Search personalization with embeddings
T Vu, DQ Nguyen, M Johnson, D Song, A Willis
Proceedings of ECIR 2017, 2017
492017
Neighborhood Mixture Model for Knowledge Base Completion
DQ Nguyen, K Sirts, L Qu, M Johnson
Proceedings of CoNLL 2016, 2016
492016
End-to-end neural relation extraction using deep biaffine attention
DQ Nguyen, K Verspoor
Proceedings of ECIR 2019, 2019
472019
From Treebank Conversion to Automatic Dependency Parsing for Vietnamese
DQ Nguyen, DQ Nguyen, SB Pham, PT Nguyen, ML Nguyen
Proceedings of NLDB 2014, 2014
422014
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
DQ Nguyen, K Verspoor
Proceedings of BioNLP 2018, 2018
412018
A Fast and Accurate Vietnamese Word Segmenter
DQ Nguyen, DQ Nguyen, T Vu, M Dras, M Johnson
Proceedings of LREC 2018, 2018
392018
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