Dat Quoc Nguyen

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 101

Top Venues

Publications

Hung Bui, Nguyen Minh Le, Dat Quoc Nguyen, Linh Pham, Dinh Q. Phung
Building and Nurturing AI Development in Vietnam. Commun. ACM 66 (7) (2023)
Dat Quoc Nguyen, Linh The Nguyen, Chi Tran, Dung Ngoc Nguyen, Nhung Nguyen, Thien Huu Nguyen, Dinh Q. Phung, Hung Hai Bui
PhoGPT: Generative Pre-training for Vietnamese. CoRR (2023)
Thinh Pham, Tran Chi, Dat Quoc Nguyen
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention. EMNLP (Findings) (2023)
Vinh Tong, Dai Quoc Nguyen, Dinh Q. Phung, Dat Quoc Nguyen
Two-View Graph Neural Networks for Knowledge Graph Completion. ESWC (2023)
Thien Hai Nguyen, Thinh Pham, Khoi Minh Le, Manh Luong, Nguyen Luong Tran, Hieu Man, Dang Minh Nguyen, Tuan Anh Luu, Thien Huu Nguyen, Hung Bui, Dinh Phung, Dat Quoc Nguyen
A Vietnamese Spelling Correction System. IUI Companion (2023)
Thinh Pham, Dat Quoc Nguyen
JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention. CoRR (2023)
Linh The Nguyen, Thinh Pham, Dat Quoc Nguyen
XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech. CoRR (2023)
Thinh Pham, Chi Tran, Dat Quoc Nguyen
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention. CoRR (2023)
Tuan-Duy H. Nguyen, Duy Phung, Duy Tran-Cong Nguyen, Hieu Minh Tran, Manh Luong, Tin Duy Vo, Hung Hai Bui, Dinh Q. Phung, Dat Quoc Nguyen
A Vietnamese-English Neural Machine Translation System. INTERSPEECH (2022)
Dai Quoc Nguyen, Vinh Tong, Dinh Q. Phung, Dat Quoc Nguyen
Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction. WSDM (2022)
Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese. INTERSPEECH (2022)
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
From Disfluency Detection to Intent Detection and Slot Filling. CoRR (2022)
Tin Duy Vo, Manh Luong, Duong Minh Le, Hieu Tran, Nhan Do, Tuan-Duy H. Nguyen, Thien Nguyen, Hung Bui, Dat Quoc Nguyen, Dinh Q. Phung
Vietnamese Speech-based Question Answering over Car Manuals. IUI Companion (2022)
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
Disfluency Detection for Vietnamese. W-NUT@COLING (2022)
Vinh Tong, Dat Quoc Nguyen, Thanh Trung Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert
Joint Multilingual Knowledge Graph Completion and Alignment. CoRR (2022)
Linh The Nguyen, Nguyen Luong Tran, Long Doan, Manh Luong, Dat Quoc Nguyen
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation. CoRR (2022)
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
From Disfluency Detection to Intent Detection and Slot Filling. INTERSPEECH (2022)
Linh The Nguyen, Nguyen Luong Tran, Long Doan, Manh Luong, Dat Quoc Nguyen
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation. INTERSPEECH (2022)
Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert
Joint Multilingual Knowledge Graph Completion and Alignment. EMNLP (Findings) (2022)
Dai Quoc Nguyen, Vinh Tong, Dinh Phung, Dat Quoc Nguyen
Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction. CoRR (2021)
Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen
COVID-19 Named Entity Recognition for Vietnamese. NAACL-HLT (2021)
Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor
ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents. Frontiers Res. Metrics Anal. 6 (2021)
Linh The Nguyen, Dat Quoc Nguyen
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing. NAACL-HLT (Demonstrations) (2021)
Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen
COVID-19 Named Entity Recognition for Vietnamese. CoRR (2021)
Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese. CoRR (2021)
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
Intent detection and slot filling for Vietnamese. CoRR (2021)
Long Doan, Linh The Nguyen, Nguyen Luong Tran, Thai Hoang, Dat Quoc Nguyen
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation. EMNLP (1) (2021)
Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Dat Quoc Nguyen, Trevor Cohn, Karin Verspoor
ChemTables: a dataset for semantic classification on tables in chemical patents. J. Cheminformatics 13 (1) (2021)
Linh The Nguyen, Dat Quoc Nguyen
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing. CoRR (2021)
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
Intent Detection and Slot Filling for Vietnamese. Interspeech (2021)
Vinh Tong, Dai Quoc Nguyen, Dinh Q. Phung, Dat Quoc Nguyen
Two-view Graph Neural Networks for Knowledge Graph Completion. CoRR (2021)
Long Doan, Linh The Nguyen, Nguyen Luong Tran, Thai Hoang, Dat Quoc Nguyen
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation. CoRR (2021)
Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese. EMNLP (Findings) (2020)
Dat Quoc Nguyen, Anh Tuan Nguyen
PhoBERT: Pre-trained language models for Vietnamese. EMNLP (Findings) (2020)
Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Jingqi Wang, Yuankai Ren, Zhi Zhang, Yaoyun Zhang, Mai Hoang Dao, Pedro Ruas, Andre Lamurias, Francisco M. Couto, Jenny Copara, Nona Naderi, Julien Knafou, Patrick Ruch, Douglas Teodoro, Daniel M. Lowe, John Mayfield, Abdullatif Köksal, Hilal Dönmez, Elif Özkirimli, Arzucan Özgür, Darshini Mahendran, Gabrielle Gurdin, Nastassja Lewinski, Christina Tang, Bridget T. McInnes, C. S. Malarkodi, Pattabhi Rk Rao, Sobha Lalitha Devi, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor
An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. CLEF (Working Notes) (2020)
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung
A Capsule Network-based Model for Learning Node Embeddings. CIKM (2020)
Dat Quoc Nguyen, Thanh Vu, Afshin Rahimi, Mai Hoang Dao, Linh The Nguyen, Long Doan
WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets. CoRR (2020)
Jiayuan He, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin, Karin Verspoor
Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. CLEF (2020)
Dat Quoc Nguyen, Zenan Zhai, Hiyori Yoshikawa, Biaoyan Fang, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Saber A. Akhondi, Trevor Cohn, Timothy Baldwin, Karin Verspoor
ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. ECIR (2) (2020)
Thanh Vu, Dat Quoc Nguyen, Anthony Nguyen
A Label Attention Model for ICD Coding from Clinical Text. IJCAI (2020)
Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen
BERTweet: A pre-trained language model for English Tweets. EMNLP (Demos) (2020)
Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen
BERTweet: A pre-trained language model for English Tweets. CoRR (2020)
Dat Quoc Nguyen, Anh Tuan Nguyen
PhoBERT: Pre-trained language models for Vietnamese. CoRR (2020)
Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese. CoRR (2020)
Dat Quoc Nguyen, Thanh Vu, Afshin Rahimi, Mai Hoang Dao, Linh The Nguyen, Long Doan
WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets. W-NUT@EMNLP (2020)
Mai Hoang Dao, Dat Quoc Nguyen
VinAI at ChEMU 2020: An Accurate System for Named Entity Recognition in Chemical Reactions from Patents. CLEF (Working Notes) (2020)
Thanh Vu, Dat Quoc Nguyen, Anthony Nguyen
A Label Attention Model for ICD Coding from Clinical Text. CoRR (2020)
Dat Quoc Nguyen, Karin Verspoor
End-to-End Neural Relation Extraction Using Deep Biaffine Attention. ECIR (1) (2019)
Dat Quoc Nguyen
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing. ALTA (2019)
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung
A Capsule Network-based Model for Learning Node Embeddings. CoRR (2019)
Zenan Zhai, Dat Quoc Nguyen, Saber A. Akhondi, Camilo Thorne, Christian Druckenbrodt, Trevor Cohn, Michelle Gregory, Karin Verspoor
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings. BioNLP@ACL (2019)
Zenan Zhai, Dat Quoc Nguyen, Saber A. Akhondi, Camilo Thorne, Christian Druckenbrodt, Trevor Cohn, Michelle Gregory, Karin Verspoor
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings. CoRR (2019)
Tien-Thanh Vu, Dat Quoc Nguyen
A Vietnamese information retrieval system for product-price. CoRR (2019)
Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham
A Vietnamese Text-Based Conversational Agent. CoRR (2019)
Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, The Duy Bui
A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page. CoRR (2019)
Hiyori Yoshikawa, Dat Quoc Nguyen, Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Timothy Baldwin, Karin Verspoor
Detecting Chemical Reactions in Patents. ALTA (2019)
Dai Quoc Nguyen, Dat Quoc Nguyen, Tu Dinh Nguyen, Dinh Phung
A convolutional neural network-based model for knowledge base completion and its application to search personalization. Semantic Web 10 (5) (2019)
Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization. NAACL-HLT (1) (2019)
Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham
A Vietnamese Question Answering System. CoRR (2019)
Dat Quoc Nguyen, Karin Verspoor
From POS tagging to dependency parsing for biomedical event extraction. BMC Bioinform. 20 (1) (2019)
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. NAACL-HLT (2) (2018)
Zenan Zhai, Dat Quoc Nguyen, Karin Verspoor
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition. Louhi@EMNLP (2018)
Dat Quoc Nguyen, Karin Verspoor
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings. CoRR (2018)
Dat Quoc Nguyen, Karin Verspoor
From POS tagging to dependency parsing for biomedical event extraction. CoRR (2018)
Dat Quoc Nguyen, Karin Verspoor
An improved neural network model for joint POS tagging and dependency parsing. CoRR (2018)
Zenan Zhai, Dat Quoc Nguyen, Karin Verspoor
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition. CoRR (2018)
Dat Quoc Nguyen, Karin Verspoor
An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing. CoNLL Shared Task (2) (2018)
Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson
Improving Topic Models with Latent Feature Word Representations. CoRR (2018)
Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization. CoRR (2018)
Dat Quoc Nguyen
A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing. CoRR (2018)
Dat Quoc Nguyen, Karin Verspoor
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings. BioNLP (2018)
Thanh Vu, Dat Quoc Nguyen, Xuan-Son Vu, Dai Quoc Nguyen, Michael Catt, Michael Trenell
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter. SemEval@NAACL-HLT (2018)
Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson
A Fast and Accurate Vietnamese Word Segmenter. LREC (2018)
Dat Quoc Nguyen, Karin Verspoor
End-to-end neural relation extraction using deep biaffine attention. CoRR (2018)
Dat Quoc Nguyen
jLDADMM: A Java package for the LDA and DMM topic models. CoRR (2018)
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. CoRR (2018)
Thanh Vu, Dat Quoc Nguyen, Xuan-Son Vu, Dai Quoc Nguyen, Michael Catt, Michael Trenell
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter. CoRR (2018)
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. NAACL-HLT (Demonstrations) (2018)
Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson
From Word Segmentation to POS Tagging for Vietnamese. CoRR (2017)
Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson
A Fast and Accurate Vietnamese Word Segmenter. CoRR (2017)
Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis
Search Personalization with Embeddings. ECIR (2017)
Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal
Sequence to Sequence Learning for Event Prediction. IJCNLP(2) (2017)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. CoNLL Shared Task (2) (2017)
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. CoRR (2017)
Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson
From Word Segmentation to POS Tagging for Vietnamese. ALTA (2017)
Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal
A Mixture Model for Learning Multi-Sense Word Embeddings. CoRR (2017)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. CoRR (2017)
Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal
A Mixture Model for Learning Multi-Sense Word Embeddings. *SEM (2017)
Dat Quoc Nguyen
An overview of embedding models of entities and relationships for knowledge base completion. CoRR (2017)
Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal
Sequence to Sequence Learning for Event Prediction. CoRR (2017)
Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham
Ripple Down Rules for question answering. Semantic Web 8 (4) (2017)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
STransE: a novel embedding model of entities and relationships in knowledge bases. HLT-NAACL (2016)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
Neighborhood Mixture Model for Knowledge Base Completion. CoNLL (2016)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
Neighborhood Mixture Model for Knowledge Base Completion. CoRR (2016)
Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis
Search Personalization with Embeddings. CoRR (2016)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
An empirical study for Vietnamese dependency parsing. ALTA (2016)
Dat Quoc Nguyen, Mark Dras, Mark Johnson
An empirical study for Vietnamese dependency parsing. CoRR (2016)
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson
STransE: a novel embedding model of entities and relationships in knowledge bases. CoRR (2016)
Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham
A robust transformation-based learning approach using ripple down rules for part-of-speech tagging. AI Commun. 29 (3) (2016)
Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson
Improving Topic Models with Latent Feature Word Representations. Trans. Assoc. Comput. Linguistics 3 (2015)

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Publication Activity (10 Years)

Top Topics

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Dat Quoc Nguyen