@inproceedings{xphonebert,
title = {{XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech}},
author = {Linh The Nguyen and Thinh Pham and Dat Quoc Nguyen},
booktitle = {Proceedings of the 24th Annual Conference of the International Speech Communication Association},
year = {2023},
pages = {5506--5510}
}
@article{vinaicacm,
title = {{Building and Nurturing AI Development in Vietnam}},
author = {Hung Bui and Minh Hoai Nguyen and Dat Quoc Nguyen and Linh Pham and Dinh Phung},
journal = {Communications of the ACM},
year = {2023},
volume = {66},
number = {7},
pages = {75--76}
}
@inproceedings{vinaiwriter,
title = {{A Vietnamese Spelling Correction System}},
author = {Thien Hai Nguyen and Thinh Pham and Khoi Minh Le and Manh Luong and Nguyen Luong Tran and Hieu Man and Dang Minh Nguyen and Tuan Anh Luu and Thien Huu Nguyen and Hung Bui and Dinh Phung and Dat Quoc Nguyen},
booktitle = {Companion Proceedings of the 28th International Conference on Intelligent User Interfaces},
year = {2023},
pages = {158--161}
}
@inproceedings{jmac,
title = {{Joint Multilingual Knowledge Graph Completion and Alignment}},
author = {Vinh Tong and Dat Quoc Nguyen and Trung Thanh Huynh and Tam Thanh Nguyen and Quoc Viet Hung Nguyen and Mathias Niepert},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2022},
year = {2022},
pages = {4675--4687}
}
@inproceedings{PhoATIS_Disfluency,
title = {{From Disfluency Detection to Intent Detection and Slot Filling}},
author = {Mai Hoang Dao and Thinh Hung Truong and Dat Quoc Nguyen},
booktitle = {Proceedings of the 23rd Annual Conference of the International Speech Communication Association},
year = {2022},
pages = {1106--1110}
}
@inproceedings{PhoST,
title = {{A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation}},
author = {Linh The Nguyen and Nguyen Luong Tran and Long Doan and Manh Luong and Dat Quoc Nguyen},
booktitle = {Proceedings of the 23rd Annual Conference of the International Speech Communication Association},
year = {2022},
pages = {1726--1730}
}
@inproceedings{bartpho,
title = {{BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese}},
author = {Nguyen Luong Tran and Duong Minh Le and Dat Quoc Nguyen},
booktitle = {Proceedings of the 23rd Annual Conference of the International Speech Communication Association},
year = {2022},
pages = {1751--1755}
}
@inproceedings{vinaitranslate,
title = {{A Vietnamese-English Neural Machine Translation System}},
author = {Thien Hai Nguyen and Tuan-Duy H. Nguyen and Duy Phung and Duy Tran-Cong Nguyen and Hieu Minh Tran and Manh Luong and Tin Duy Vo and Hung Hai Bui and Dinh Phung and Dat Quoc Nguyen},
booktitle = {Proceedings of the 23rd Annual Conference of the International Speech Communication Association},
year = {2022},
pages = {5543--5544}
}
@inproceedings{qacarmanual,
title = {{Vietnamese Speech-based Question Answering over Car Manuals}},
author = {Tin Duy Vo and Manh Luong and Duong Minh Le and Hieu Minh Tran and Nhan Tri Do and Tuan-Duy H. Nguyen and Thien Hai Nguyen and Hung Hai Bui and Dat Quoc Nguyen and Dinh Phung},
booktitle = {Companion Proceedings of the 27th International Conference on Intelligent User Interfaces},
year = {2022},
pages = {117--119}
}
@inproceedings{NoGE,
author = {Dai Quoc Nguyen and Vinh Tong and Dinh Phung and Dat Quoc Nguyen},
title = {{Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction}},
booktitle = {Proceedings of the 15th ACM International Conference on Web Search and Data Mining},
year = {2022},
pages = {1589--1592}
}
@article{ChemTables,
title = {{ChemTables: A dataset for semantic classification on tables in chemical patents}},
author = {Zenan Zhai and Christian Druckenbrodt and Camilo Thorne and Saber A. Akhondi and Dat Quoc Nguyen and Trevor Cohn and Karin Verspoor},
journal = {Journal of Cheminformatics},
year = {2021},
volume = {13},
pages = {97:1-20}
}
@inproceedings{PhoMT,
title = {{PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation}},
author = {Long Doan and Linh The Nguyen and Nguyen Luong Tran and Thai Hoang and Dat Quoc Nguyen},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
year = {2021},
pages = {4495--4503}
}
@inproceedings{JointIDSF,
title = {{Intent Detection and Slot Filling for Vietnamese}},
author = {Mai Hoang Dao and Thinh Hung Truong and Dat Quoc Nguyen},
booktitle = {Proceedings of the 22nd Annual Conference of the International Speech Communication Association},
year = {2021},
pages = {4698--4702}
}
@inproceedings{PhoNER_COVID19,
title = {{COVID-19 Named Entity Recognition for Vietnamese}},
author = {Thinh Hung Truong and Mai Hoang Dao and Dat Quoc Nguyen},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies},
year = {2021},
pages = {2146--2153}
}
@inproceedings{phonlp,
title = {{PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing}},
author = {Linh The Nguyen and Dat Quoc Nguyen},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations},
year = {2021},
pages = {1--7}
}
@article{chemujournalpaper,
title = {{ChEMU 2020: Natural Language Processing Methods are Effective for Information Extraction from Chemical Patents}},
author = {Jiayuan He and Dat Quoc Nguyen and Saber A. Akhondi and Christian Druckenbrodt and Camilo Thorne and Ralph Hoessel and Zubair Afzal and Zenan Zhai and Biaoyan Fang and Hiyori Yoshikawa and Ameer Albahem and Lawrence Cavedon and Trevor Cohn and Timothy Baldwin and Karin Verspoor},
journal = {Frontiers in Research Metrics and Analytics},
year = {2021},
volume = {6},
pages = {654438:1--28}
}
@inproceedings{vitext2sql,
title = {{A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese}},
author = {Anh Tuan Nguyen and Mai Hoang Dao and Dat Quoc Nguyen},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020},
year = {2020},
pages = {4079--4085}
}
@inproceedings{phobert,
title = {{PhoBERT: Pre-trained language models for Vietnamese}},
author = {Dat Quoc Nguyen and Anh Tuan Nguyen},
booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2020},
year = {2020},
pages = {1037--1042},
}
@InProceedings{Caps2NE,
author = {Dai Quoc Nguyen and Tu Dinh Nguyen and Dat Quoc Nguyen and Dinh Phung},
title = {{A Capsule Network-based Model for Learning Node Embeddings}},
booktitle = {Proceedings of the 29th ACM International Conference on Information and Knowledge Management},
pages = {3313--3316},
year = {2020}
}
@inproceedings{ijcai2020-461,
title = {{A Label Attention Model for ICD Coding from Clinical Text}},
author = {Vu, Thanh and Nguyen, Dat Quoc and Nguyen, Anthony},
booktitle = {Proceedings of the 29th International Joint Conference on Artificial Intelligence},
pages = {3335--3341},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/461}
}
@inproceedings{ChEMUoverview,
author = {He, Jiayuan and Nguyen, Dat Quoc and Akhondi, Saber A. and Druckenbrodt, Christian and Thorne, Camilo and Hoessel, Ralph and Afzal, Zubair and Zhai, Zenan and Fang, Biaoyan and Yoshikawa, Hiyori and Albahem, Ameer and Cavedon, Lawrence and Cohn, Trevor and Baldwin, Timothy and Verspoor, Karin},
title = {{Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents}},
booktitle = {Proceedings of the Eleventh International Conference of the CLEF Association},
year = {2020},
pages = {237--254}
}
@InProceedings{NguyenECIR2020,
author ={Nguyen, Dat Quoc
and Zhai, Zenan
and Yoshikawa, Hiyori
and Fang, Biaoyan
and Druckenbrodt, Christian
and Thorne, Camilo
and Hoessel, Ralph
and Akhondi, Saber A.
and Cohn, Trevor
and Baldwin, Timothy
and Verspoor, Karin},
title ={{ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents}},
booktitle ={{Proceedings of the 42nd European Conference on Information Retrieval}},
year ={2020},
pages ={572--579}
}
@InProceedings{Yoshikawa-et-al-ALTA2019,
title = {{Detecting Chemical Reactions in Patents}},
author = {Hiyori Yoshikawa and
Dat Quoc Nguyen and
Zenan Zhai and
Christian Druckenbrodt and
Camilo Thorne and
Saber A. Akhondi and
Timothy Baldwin and
Karin Verspoor},
booktitle = {Proceedings of the 17th Annual Workshop of the Australasian Language Technology Association},
year = {2019},
pages = {100--110}
}
@InProceedings{NguyenALTA2019,
title = {{A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing}},
author = {Dat Quoc Nguyen},
booktitle = {Proceedings of the 17th Annual Workshop of the Australasian Language Technology Association},
year = {2019},
pages = {28--34}
}
@inproceedings{zhai-etal-2019-improving,
title = "Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings",
author = "Zhai, Zenan and
Nguyen, Dat Quoc and
Akhondi, Saber A. and
Thorne, Camilo and
Druckenbrodt, Christian and
Cohn, Trevor and
Gregory, Michelle and
Verspoor, Karin",
booktitle = "Proceedings of the 18th BioNLP Workshop and Shared Task",
year = "2019",
pages = "328--338"
}
@inproceedings{nguyen-etal-2019-capsule,
title = "A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization",
author = "Nguyen, Dai Quoc and
Vu, Thanh and
Nguyen, Tu Dinh and
Nguyen, Dat Quoc and
Phung, Dinh",
booktitle = "Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies",
year = "2019",
pages = "2180--2189"
}
@article{NguyenV19bmcbi,
title = {{From POS tagging to dependency parsing for biomedical event extraction}},
author = {Dat Quoc Nguyen and Karin Verspoor},
journal = {BMC Bioinformatics},
volume = {20},
pages = {72:1--13},
year = {2019}
}
@article{SWJ318,
title = {{A convolutional neural network-based model for knowledge base completion and its application to search personalization}},
author = {Dai Quoc Nguyen and Dat Quoc Nguyen and Tu Dinh Nguyen and Dinh Phung},
journal = {Semantic Web},
volume = {10},
number = {5},
pages = {947--960},
year = {2019}
}
@inproceedings{zhai-etal-2018-comparing,
title = {{Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition}},
author = "Zhai, Zenan and
Nguyen, Dat Quoc and
Verspoor, Karin",
booktitle = "Proceedings of the 9th International Workshop on Health Text Mining and Information Analysis",
year = "2018",
pages = "38--43"
}
@inproceedings{nguyen-verspoor-2018-improved,
title = {{An improved neural network model for joint POS tagging and dependency parsing}},
author = "Nguyen, Dat Quoc and
Verspoor, Karin",
booktitle = "Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies",
year = "2018",
pages = "81--91"
}
@inproceedings{nguyen-verspoor-2018-convolutional,
title = "Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings",
author = "Nguyen, Dat Quoc and
Verspoor, Karin",
booktitle = "Proceedings of the BioNLP 2018 workshop",
year = "2018",
pages = "129--136"
}
@inproceedings{vu-etal-2018-nihrio,
title = {{NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter}},
author = "Vu, Thanh and
Nguyen, Dat Quoc and
Vu, Xuan-Son and
Nguyen, Dai Quoc and
Catt, Michael and
Trenell, Michael",
booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
year = "2018",
pages = "525--530"
}
@inproceedings{nguyen-etal-2018-novel,
title = "A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network",
author = "Nguyen, Dai Quoc and
Nguyen, Tu Dinh and
Nguyen, Dat Quoc and
Phung, Dinh",
booktitle = "Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)",
year = "2018",
pages = "327--333"
}
@inproceedings{vu-etal-2018-vncorenlp,
title = {{VnCoreNLP: A Vietnamese Natural Language Processing Toolkit}},
author = "Vu, Thanh and
Nguyen, Dat Quoc and
Nguyen, Dai Quoc and
Dras, Mark and
Johnson, Mark",
booktitle = "Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Demonstrations",
year = "2018",
pages = "56--60"
}
@inproceedings{nguyen-etal-2018-fast,
title = {{A Fast and Accurate Vietnamese Word Segmenter}},
author = "Nguyen, Dat Quoc and
Nguyen, Dai Quoc and
Vu, Thanh and
Dras, Mark and
Johnson, Mark",
booktitle = "Proceedings of the 11th International Conference on Language Resources and Evaluation",
year = "2018",
pages = "2582--2587"
}
@inproceedings{nguyen-etal-2017-word,
title = {{From Word Segmentation to POS Tagging for Vietnamese}},
author = "Nguyen, Dat Quoc and
Vu, Thanh and
Nguyen, Dai Quoc and
Dras, Mark and
Johnson, Mark",
booktitle = "Proceedings of the 15th Annual Workshop of the Australasian Language Technology Association",
year = "2017",
pages = "108--113"
}
@inproceedings{nguyen-etal-2017-sequence,
title = "Sequence to Sequence Learning for Event Prediction",
author = "Nguyen, Dai Quoc and
Nguyen, Dat Quoc and
Chu, Cuong Xuan and
Thater, Stefan and
Pinkal, Manfred",
booktitle = "Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
year = "2017",
pages = "37--42"
}
@thesis{DatQuocNguyen_PHD_Thesis,
title = {{Modeling Topics and Knowledge Bases with Vector Representations}},
author = {Dat Quoc Nguyen},
type = {PhD thesis},
institution = {Macquarie University, Australia},
year = {2017}
}
@inproceedings{nguyen-etal-2017-novel,
title = {{A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing}},
author = "Nguyen, Dat Quoc and
Dras, Mark and
Johnson, Mark",
booktitle = "Proceedings of the {CoNLL} 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies",
year = "2017",
pages = "134--142"
}
@inproceedings{nguyen-etal-2017-mixture,
title = "A Mixture Model for Learning Multi-Sense Word Embeddings",
author = "Nguyen, Dai Quoc and
Nguyen, Dat Quoc and
Modi, Ashutosh and
Thater, Stefan and
Pinkal, Manfred",
booktitle = "Proceedings of the 6th Joint Conference on Lexical and Computational Semantics",
year = "2017",
pages = "121--127"
}
@article{NguyenNP_SWJ,
title = {{Ripple Down Rules for Question Answering}},
author = {Nguyen, Dat Quoc and Nguyen, Dai Quoc and Pham, Son Bao},
journal = {Semantic Web},
volume = {8},
number = {4},
pages = {511--532},
year = {2017}
}
@inproceedings{nguyen-etal-2016-empirical,
title = {{An empirical study for Vietnamese dependency parsing}},
author = "Nguyen, Dat Quoc and
Dras, Mark and
Johnson, Mark",
booktitle = "Proceedings of the 14th Annual Workshop of the Australasian Language Technology Association",
year = "2016",
pages = "143--149"
}
@inproceedings{nguyen-etal-2016-neighborhood,
title = {{Neighborhood Mixture Model for Knowledge Base Completion}},
author = "Nguyen, Dat Quoc and
Sirts, Kairit and
Qu, Lizhen and
Johnson, Mark",
booktitle = "Proceedings of the 20th {SIGNLL} Conference on Computational Natural Language Learning",
year = "2016",
pages = "40--50"
}
@inproceedings{nguyen-etal-2016-stranse,
title = {{STransE: a novel embedding model of entities and relationships in knowledge bases}},
author = "Nguyen, Dat Quoc and
Sirts, Kairit and
Qu, Lizhen and
Johnson, Mark",
booktitle = "Proceedings of the 2016 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies",
year = "2016",
pages = "460--466"
}
@Article{jmir_6045,
title={{Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection}},
author="Surian, Didi
and Nguyen, Dat Quoc
and Kennedy, Georgina
and Johnson, Mark
and Coiera, Enrico
and Dunn, Adam G.",
journal="Journal of Medical Internet Research",
year="2016",
volume="18",
number="8",
pages="e232"
}
@article{NguyenNPP_AICom,
title = {{A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-Of-Speech Tagging}},
author = {Dat Quoc Nguyen and Dai Quoc Nguyen and Dang Duc Pham and Son Bao Pham},
journal = {AI Communications},
volume = {29},
number = {3},
pages = {409--422},
year = {2016}
}
@inproceedings{nguyen-etal-2015-improving,
title = {{Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling}},
author = "Nguyen, Dat Quoc and
Sirts, Kairit and
Johnson, Mark",
booktitle = "Proceedings of the 13th Annual Workshop of the Australasian Language Technology Association",
year = "2015",
pages = "116--121"
}
@article{TACL582,
title = {{Improving Topic Models with Latent Feature Word Representations}},
author = {Dat Quoc Nguyen and Richard Billingsley and Lan Du and Mark Johnson},
journal = {Transactions of the Association for Computational Linguistics},
volume = {3},
year = {2015},
pages = {299--313}
}
@InProceedings{Nguyen2014NLDB,
title = {{From Treebank Conversion to Automatic Dependency Parsing for Vietnamese}},
author = {Nguyen, Dat Quoc and Nguyen, Dai Quoc and Pham, Son Bao and Nguyen, Phuong-Thai and Nguyen, Minh Le},
booktitle = {Proceedings of 19th International Conference on Application of Natural Language to Information Systems},
year = {2014},
pages = {196-207}
}
@inproceedings{nguyen-etal-2014-sentiment,
title = {{Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features}},
author = "Nguyen, Dai Quoc and
Nguyen, Dat Quoc and
Vu, Thanh and
Pham, Son Bao",
booktitle = "Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis",
year = "2014",
pages = "128--135"
}
@inproceedings{nguyen-etal-2014-rdrpostagger,
title = {{RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger}},
author = "Nguyen, Dat Quoc and
Nguyen, Dai Quoc and
Pham, Dang Duc and
Pham, Son Bao",
booktitle = "Proceedings of the Demonstrations at the 14th Conference of the {E}uropean Chapter of the Association for Computational Linguistics",
year = "2014",
pages = "17--20"
}
@inproceedings{nguyen-etal-2013-two,
title = "A Two-Stage Classifier for Sentiment Analysis",
author = "Nguyen, Dai Quoc and
Nguyen, Dat Quoc and
Pham, Son Bao",
booktitle = "Proceedings of the 6th International Joint Conference on Natural Language Processing",
year = "2013",
pages = "897--901"
}
@inproceedings{TranWWW2013,
title = {{Predicting Relevant News Events for Timeline Summaries}},
author = {Tran, Giang Binh and Alrifai, Mohammad and Nguyen, Dat Quoc},
booktitle = {Companion Proceedings of the 22nd International Conference on World Wide Web},
year = {2013},
pages = {91--92}
}
@InProceedings{NguyenISWC2013NP,
title = {{KbQAS: A Knowledge-based QA System}},
author = {Nguyen, Dat Quoc and Nguyen, Dai Quoc and Pham, Son Bao},
booktitle = {{Proceedings of the 12th International Semantic Web Conference: Posters and Demonstrations Track}},
year = {2013},
pages = {109--112}
}
@inproceedings{NguyenIEAAIE2012a,
title = {{A Vietnamese Text-based Conversational Agent}},
author = {Nguyen, Dai Quoc and Nguyen, Dat Quoc and Pham, Son Bao},
booktitle = {Proceedings of the 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems},
year = {2012},
pages = {699--708}
}
@inproceedings{NguyenIEAAIE2012b,
title = {{A Semantic Approach for Question Analysis}},
author = {Nguyen, Dai Quoc and Nguyen, Dat Quoc and Pham, Son Bao},
booktitle = {Proceedings of the 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems},
year = {2012},
pages = {156--165}
}
@inproceedings{NguyenNPP2011,
title = {{Ripple Down Rules for Part-of-Speech Tagging}},
author = {Nguyen, Dat Quoc and Nguyen, Dai Quoc and Pham, Son Bao and Pham, Dang Duc},
booktitle = {Proceedings of the 12th International Conference on Intelligent Text Processing and Computational Linguistics - Volume Part I},
year = {2011},
pages = {190--201}
}
@inproceedings{nguyen-etal-2011-systematic,
title = {{Systematic Knowledge Acquisition for Question Analysis}},
author = {Nguyen, Dat Quoc and Nguyen, Dai Quoc and Pham, Son Bao},
booktitle = {Proceedings of the 8th International Conference Recent Advances in Natural Language Processing},
year = {2011},
pages = {406--412}
}
@InProceedings{NguyenNMP11,
title = {{Automatic Ontology Construction from Vietnamese text}},
author = {Dai Quoc Nguyen and Dat Quoc Nguyen and Khoi Trong Ma and Son Bao Pham},
booktitle = {Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering},
year = {2011},
pages = {485--488}
}
@inproceedings{Nguyen2009NP,
title = {{A Vietnamese Question Answering System}},
author = {Nguyen, Dai Quoc and Nguyen, Dat Quoc and Pham, Son Bao},
booktitle = {Proceedings of the 2009 International Conference on Knowledge and Systems Engineering},
year = {2009},
pages = {26--32}
}
@inproceedings{Nguyen2009NPB,
title = {{A Fast Template-Based Approach to Automatically Identify Primary Text Content of a Web Page}},
author = {Nguyen, Dat Quoc and Nguyen, Dai Quoc and Pham, Son Bao and Bui, The Duy},
booktitle = {Proceedings of the 2009 International Conference on Knowledge and Systems Engineering},
year = {2009},
pages = {232--236}
}