@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{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{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}
}