Up-to-date papers at my Google Scholar profile

(Last updated: March 2022)

[2022]

• Dai Quoc Nguyen, Tu Dinh Nguyen and Dinh Phung. 2022. Universal Graph Transformer Self-Attention Networks. In Companion Proceedings of the Web Conference (WWW '22 Companion). [Code]
• Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen and Dinh Phung. 2022. QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings. In Companion Proceedings of the Web Conference (WWW '22 Companion). [Code]
• Van-Anh Nguyen*, Dai Quoc Nguyen*, Van Nguyen, Trung Le, Quan Hung Tran and Dinh Phung. 2022. ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection. In Proceedings of the 44th International Conference on Software Engineering Companion (ICSE '22 Companion). [Code]
• Dai Quoc Nguyen*, Vinh Tong*, Dinh Phung and Dat Quoc Nguyen. 2022. Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction. In Proceedings of the 15th ACM International Conference on Web Search and Data Mining: Demonstrations (WSDM). [Code]

[2021]

• Vinh Tong, Dai Quoc Nguyen, Dinh Phung and Dat Quoc Nguyen. 2021. Two-view Graph Neural Networks for Knowledge Graph Completion. arXiv preprint arXiv:2112.09231.
• Dai Quoc Nguyen, Tu Dinh Nguyen and Dinh Phung. 2021. Quaternion Graph Neural Networks. In Proceedings of the 13th Asian Conference on Machine Learning (ACML). [Code]
• Thanh Vu and Dai Quoc Nguyen. 2021. Automatic Post-Editing for Vietnamese. In Proceedings of the 19th Annual Workshop of the Australasian Language Technology Association (ALTA). [Data & Demo]
• Dai Quoc Nguyen. 2021. Representation Learning for Graph-Structured Data. PhD dissertation, Monash University, Australia.

[2020]

• Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen and Dinh Phung. 2020. A Capsule Network-based Model for Learning Node Embeddings. In Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM). [Code]
• Dai Quoc Nguyen, Tu Dinh Nguyen and Dinh Phung. 2020. A Self-Attention Network based Node Embedding Model. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD). [Code]
• Dai Quoc Nguyen, Tu Dinh Nguyen and Dinh Phung. 2020. A Relational Memory-based Embedding Model for Triple Classification and Search Personalization. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), pages 3429–3435. [Code]

[2019]

• Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen and Dinh Phung. 2019. A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pages 2180-2189. [Code]
• Dai Quoc Nguyen, Dat Quoc Nguyen, Tu Dinh Nguyen and Dinh Phung. 2019. A Convolutional Neural Network-based Model for Knowledge Base Completion and Its Application to Search Personalization. Semantic Web, 10(5):947-960. (SCIE, JCR IF: 3.524). [.pdf] [Code]

[2018]

• Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras and Mark Johnson. 2018. VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations (NAACL-HLT), pages 56-60. [Code]
• Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen and Dinh Phung. 2018. A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pages 327-333. [Code]
• Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras and Mark Johnson. 2018. A Fast and Accurate Vietnamese Word Segmenter. In Proceedings of the 11th International Conference on Language Resources and Evaluation (LREC), pages 2582-2587. [Code]
• Thanh Vu, Dat Quoc Nguyen, Xuan-Son Vu, Dai Quoc Nguyen, Michael Catt and Michael Trenell. 2018. NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter. In Proceedings of the 12th International Workshop on Semantic Evaluation (SemEval), pages 525-530. [Code]

[2017]

• Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater and Manfred Pinkal. 2017. Sequence to Sequence Learning for Event Prediction. In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP), pages 37-42. [Data]
• Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen, Mark Dras and Mark Johnson. 2017. From Word Segmentation to POS Tagging for Vietnamese. In Proceedings of the 15th Annual Workshop of the Australasian Language Technology Association (ALTA), pages 108-113. [Code]
• Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi, Stefan Thater and Manfred Pinkal. 2017. A Mixture Model for Learning Multi-Sense Word Embeddings. In Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM), pages 121-127.
• Dat Quoc Nguyen*, Dai Quoc Nguyen* and Son Bao Pham. 2017. Ripple Down Rules for Question Answering. Semantic Web, 8(4):511-532. (SCIE, JCR IF: 2.224). [.pdf]

[2016]

• Dat Quoc Nguyen*, Dai Quoc Nguyen*, Dang Duc Pham and Son Bao Pham. 2016. A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-of-Speech Tagging. AI Communications, 29(3):409-422. (SCIE, JCR IF: 0.654). [.pdf]

[2014]

• Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Phuong-Thai Nguyen and Minh Le Nguyen. 2014. From Treebank Conversion to Automatic Dependency Parsing for Vietnamese. In Proceedings of 19th International Conference on Application of Natural Language to Information Systems (NLDB), pages 196-207. [.pdf] [Data]
• Dai Quoc Nguyen, Dat Quoc Nguyen, Thanh Vu and Son Bao Pham. 2014. Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features. In Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA), pages 128-135. [Data]
• Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham and Son Bao Pham. 2014. RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger. In Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics: Demonstrations (EACL), pages 17-20. [Code]

[Before 2014] See my Google Scholar profile!