Dat Quoc Nguyen

According to our database, Dat Quoc Nguyen authored at least 80 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Who's Who: Large Language Models Meet Knowledge Conflicts in Practice.

Quang Hieu Pham, Hoang Ngo, Anh Tuan Luu, Dat Quoc Nguyen

CoRR, 2024

PhoWhisper: Automatic Speech Recognition for Vietnamese.

Thanh-Thien Le, Linh The Nguyen, Dat Quoc Nguyen

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention.

Thinh Pham, Dat Quoc Nguyen

Proceedings of the IEEE International Conference on Acoustics, 2024

Who's Who: Large Language Models Meet Knowledge Conflicts in Practice.

Quang Pham, Hoang Ngo, Anh Tuan Luu, Dat Quoc Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Improving Vietnamese-English Medical Machine Translation.

Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

RecGPT: Generative Pre-training for Text-based Recommendation.

Hoang Ngo, Dat Quoc Nguyen

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Building and Nurturing AI Development in Vietnam.

Hung Bui, Nguyen Minh Le, Dat Quoc Nguyen, Linh Pham, Dinh Q. Phung

Commun. ACM, July, 2023

MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention.

Thinh Pham, Chi Tran, Dat Quoc Nguyen

CoRR, 2023

PhoGPT: Generative Pre-training for Vietnamese.

Dat Quoc Nguyen, Linh The Nguyen, Chi Tran, Dung Ngoc Nguyen, Nhung Nguyen, Thien Huu Nguyen, Dinh Q. Phung, Hung Hai Bui

CoRR, 2023

A Vietnamese Spelling Correction System.

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

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech.

Linh The Nguyen, Thinh Pham, Dat Quoc Nguyen

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Two-View Graph Neural Networks for Knowledge Graph Completion.

Vinh Tong, Dai Quoc Nguyen, Dinh Q. Phung, Dat Quoc Nguyen

Proceedings of the Semantic Web - 20th International Conference, 2023

MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention.

Thinh Pham, Tran Chi, Dat Quoc Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Joint Multilingual Knowledge Graph Completion and Alignment.

Vinh Tong, Dat Quoc Nguyen, Thanh Trung Huynh, Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Mathias Niepert

CoRR, 2022

Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction.

Dai Quoc Nguyen, Vinh Tong, Dinh Q. Phung, Dat Quoc Nguyen

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Vietnamese Speech-based Question Answering over Car Manuals.

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

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022, 2022

BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese.

Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation.

Linh The Nguyen, Nguyen Luong Tran, Long Doan, Manh Luong, Dat Quoc Nguyen

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Vietnamese-English Neural Machine Translation System.

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

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

From Disfluency Detection to Intent Detection and Slot Filling.

Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Joint Multilingual Knowledge Graph Completion and Alignment.

Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Disfluency Detection for Vietnamese.

Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen

Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

2021

ChemTables: a dataset for semantic classification on tables in chemical patents.

Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Dat Quoc Nguyen, Trevor Cohn, Karin Verspoor

J. Cheminformatics, 2021

ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents.

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

Frontiers Res. Metrics Anal., 2021

COVID-19 Named Entity Recognition for Vietnamese.

Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing.

Linh The Nguyen, Dat Quoc Nguyen

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Intent Detection and Slot Filling for Vietnamese.

Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation.

Long Doan, Linh The Nguyen, Nguyen Luong Tran, Thai Hoang, Dat Quoc Nguyen

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

A Label Attention Model for ICD Coding from Clinical Text.

Thanh Vu, Dat Quoc Nguyen, Anthony N. Nguyen

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

BERTweet: A pre-trained language model for English Tweets.

Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

PhoBERT: Pre-trained language models for Vietnamese.

Dat Quoc Nguyen, Anh Tuan Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese.

Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents.

Dat Quoc Nguyen, Zenan Zhai, Hiyori Yoshikawa, Biaoyan Fang, Christian Druckenbrodt, Camilo Thorne, Ralph Hoessel, Saber A. Akhondi, Trevor Cohn, Timothy Baldwin, Karin Verspoor

Proceedings of the Advances in Information Retrieval, 2020

An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents.

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

Proceedings of the Working Notes of CLEF 2020, 2020

Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

VinAI at ChEMU 2020: An Accurate System for Named Entity Recognition in Chemical Reactions from Patents.

Mai Hoang Dao, Dat Quoc Nguyen

Proceedings of the Working Notes of CLEF 2020, 2020

A Capsule Network-based Model for Learning Node Embeddings.

Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets.

Dat Quoc Nguyen, Thanh Vu, Afshin Rahimi, Mai Hoang Dao, Linh The Nguyen, Long Doan

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

2019

A convolutional neural network-based model for knowledge base completion and its application to search personalization.

Dai Quoc Nguyen, Dat Quoc Nguyen, Tu Dinh Nguyen, Dinh Phung

Semantic Web, 2019

A Vietnamese Question Answering System.

Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham

CoRR, 2019

A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page.

Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, The Duy Bui

CoRR, 2019

From POS tagging to dependency parsing for biomedical event extraction.

Dat Quoc Nguyen, Karin Verspoor

BMC Bioinform., 2019

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization.

Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

End-to-End Neural Relation Extraction Using Deep Biaffine Attention.

Dat Quoc Nguyen, Karin Verspoor

Proceedings of the Advances in Information Retrieval, 2019

Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings.

Zenan Zhai, Dat Quoc Nguyen, Saber A. Akhondi, Camilo Thorne, Christian Druckenbrodt, Trevor Cohn, Michelle Gregory, Karin Verspoor

Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Detecting Chemical Reactions in Patents.

Hiyori Yoshikawa, Dat Quoc Nguyen, Zenan Zhai, Christian Druckenbrodt, Camilo Thorne, Saber A. Akhondi, Timothy Baldwin, Karin Verspoor

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing.

Dat Quoc Nguyen

Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, 2019

2018

jLDADMM: A Java package for the LDA and DMM topic models.

Dat Quoc Nguyen

CoRR, 2018

NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter.

Thanh Vu, Dat Quoc Nguyen, Xuan-Son Vu, Dai Quoc Nguyen, Michael Catt, Michael Trenell

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit.

Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network.

Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

A Fast and Accurate Vietnamese Word Segmenter.

Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing.

Dat Quoc Nguyen, Karin Verspoor

Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings.

Dat Quoc Nguyen, Karin Verspoor

Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition.

Zenan Zhai, Dat Quoc Nguyen, Karin Verspoor

Proceedings of the Ninth International Workshop on Health Text Mining and Information Analysis, 2018

2017

Ripple Down Rules for question answering.

Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham

Semantic Web, 2017

An overview of embedding models of entities and relationships for knowledge base completion.

Dat Quoc Nguyen

CoRR, 2017

A Mixture Model for Learning Multi-Sense Word Embeddings.

Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater, Manfred Pinkal

Proceedings of the 6th Joint Conference on Lexical and Computational Semantics, 2017

Sequence to Sequence Learning for Event Prediction.

Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Search Personalization with Embeddings.

Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis

Proceedings of the Advances in Information Retrieval, 2017

A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing.

Dat Quoc Nguyen, Mark Dras, Mark Johnson

Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

From Word Segmentation to POS Tagging for Vietnamese.

Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras, Mark Johnson

Proceedings of the Australasian Language Technology Association Workshop, 2017

2016

A robust transformation-based learning approach using ripple down rules for part-of-speech tagging.

Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham

AI Commun., 2016

STransE: a novel embedding model of entities and relationships in knowledge bases.

Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson

Proceedings of the NAACL HLT 2016, 2016

Neighborhood Mixture Model for Knowledge Base Completion.

Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

An empirical study for Vietnamese dependency parsing.

Dat Quoc Nguyen, Mark Dras, Mark Johnson

Proceedings of the Australasian Language Technology Association Workshop 2016, Melbourne, Australia, December 5, 2016

2015

Improving Topic Models with Latent Feature Word Representations.

Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson

Trans. Assoc. Comput. Linguistics, 2015

Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling.

Dat Quoc Nguyen, Kairit Sirts, Mark Johnson

Proceedings of the Australasian Language Technology Association Workshop, 2015

2014

Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features.

Dai Quoc Nguyen, Dat Quoc Nguyen, Thanh Vu, Son Bao Pham

Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

From Treebank Conversion to Automatic Dependency Parsing for Vietnamese.

Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Phuong-Thai Nguyen, Minh Le Nguyen

Proceedings of the Natural Language Processing and Information Systems, 2014

RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger.

Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham

Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013

Predicting relevant news events for timeline summaries.

Giang Binh Tran, Mohammad Alrifai, Dat Quoc Nguyen

Proceedings of the 22nd International World Wide Web Conference, 2013

KbQAS: A Knowledge-based QA System.

Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

A Two-Stage Classifier for Sentiment Analysis.

Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012

A Vietnamese Text-Based Conversational Agent.

Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham

Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

A Semantic Approach for Question Analysis.

Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham

Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

2011

Systematic Knowledge Acquisition for Question Analysis.

Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham

Proceedings of the Recent Advances in Natural Language Processing, 2011

Automatic ontology construction from Vietnamese text.

Dai Quoc Nguyen, Dat Quoc Nguyen, Khoi Trong Ma, Son Bao Pham

Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering, 2011

A Vietnamese information retrieval system for product-price.

Tien-Thanh Vu, Dat Quoc Nguyen

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Ripple Down Rules for Part-of-Speech Tagging.

Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Dang Duc Pham

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011