@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{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{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{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{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{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{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{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 = {to appear}
}
@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}
}
@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{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-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"
}
@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{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-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{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{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}
}
@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{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{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{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{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}
}