Dai Quoc Nguyen

According to our database, Dai Quoc Nguyen authored at least 36 papers between 2011 and 2023.

Collaborative distances:

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

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

2022

QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings.

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

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Universal Graph Transformer Self-Attention Networks.

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

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 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

ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection.

Van-Anh Nguyen, Dai Quoc Nguyen, Van Nguyen, Trung Le, Quan Hung Tran, Dinh Phung

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022

2021

Representation Learning for Graph-Structured Data.

Dai Quoc Nguyen

PhD thesis, 2021

Automatic Post-Editing for Translating Chinese Novels to Vietnamese.

Thanh Vu, Dai Quoc Nguyen

CoRR, 2021

Quaternion Graph Neural Networks.

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

Proceedings of the Asian Conference on Machine Learning, 2021

2020

A Self-attention Network Based Node Embedding Model.

Dai Quoc Nguyen, Tu Dinh Nguyen, Dinh Phung

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 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

A Relational Memory-based Embedding Model for Triple Classification and Search Personalization.

Dai Quoc Nguyen, Tuan Nguyen, Dinh Phung

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 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

Unsupervised Universal Self-Attention Network for Graph Classification.

Dai Quoc Nguyen, Tu Dinh Nguyen, Dinh Phung

CoRR, 2019

Relational Memory-based Knowledge Graph Embedding.

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

CoRR, 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

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

2017

Ripple Down Rules for question answering.

Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham

Semantic Web, 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

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

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

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

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