Ripple Down Rules for Part-of-Speech Tagging. - Dat Quoc Nguyen; Dai Quoc Nguyen; Son Bao Pham; Dang Duc Pham (CICLing (1), 2011)

Automatic ontology construction from Vietnamese text. - Dai Quoc Nguyen; Dat Quoc Nguyen; Khoi Trong Ma; Son Bao Pham (NLPKE, 2011)

Systematic Knowledge Acquisition for Question Analysis. - Dat Quoc Nguyen; Dai Quoc Nguyen; Son Bao Pham (RANLP, 2011)

A Semantic Approach for Question Analysis. - Dai Quoc Nguyen; Dat Quoc Nguyen; Son Bao Pham (IEA/AIE, 2012)

A Vietnamese Text-Based Conversational Agent. - Dai Quoc Nguyen; Dat Quoc Nguyen; Son Bao Pham (IEA/AIE, 2012)

A Two-Stage Classifier for Sentiment Analysis. - Dai Quoc Nguyen; Dat Quoc Nguyen; Son Bao Pham (IJCNLP, 2013)

KbQAS: A Knowledge-based QA System. - Dat Quoc Nguyen; Dai Quoc Nguyen; Son Bao Pham (ISWC (Posters & Demos), 2013)

RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger. - Dat Quoc Nguyen; Dai Quoc Nguyen; Dang Duc Pham; Son Bao Pham (EACL, 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 001 (NLDB, 2014)

Sentiment Classification on Polarity Reviews: An Empirical Study Using Rating-based Features. - Dai Quoc Nguyen; Dat Quoc Nguyen; Thanh Vu; Son Bao Pham (WASSA@ACL, 2014)

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)

From Word Segmentation to POS Tagging for Vietnamese. - Dat Quoc Nguyen; Thanh Vu; Dai Quoc Nguyen; Mark Dras; Mark Johnson 001 (ALTA, 2017)

Sequence to Sequence Learning for Event Prediction. - Dai Quoc Nguyen; Dat Quoc Nguyen; Cuong Xuan Chu; Stefan Thater; Manfred Pinkal (IJCNLP(2), 2017)

A Mixture Model for Learning Multi-Sense Word Embeddings. - Dai Quoc Nguyen; Dat Quoc Nguyen; Ashutosh Modi; Stefan Thater; Manfred Pinkal (*SEM, 2017)

Ripple Down Rules for question answering. - Dat Quoc Nguyen; Dai Quoc Nguyen; Son Bao Pham (Semantic Web, 2017)

A Fast and Accurate Vietnamese Word Segmenter. - Dat Quoc Nguyen; Dai Quoc Nguyen; Thanh Vu; Mark Dras; Mark Johnson 001 (LREC, 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 (NAACL-HLT (2), 2018)

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. - Thanh Vu; Dat Quoc Nguyen; Dai Quoc Nguyen; Mark Dras; Mark Johnson 001 (NAACL-HLT (Demonstrations), 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 (SemEval@NAACL-HLT, 2018)

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 (NAACL-HLT (1), 2019)

Relational Memory-based Knowledge Graph Embedding. - Dai Quoc Nguyen; Tu Dinh Nguyen; Dinh Q. Phung (CoRR, 2019)

Unsupervised Universal Self-Attention Network for Graph Classification. - Dai Quoc Nguyen; Tu Dinh Nguyen; Dinh Phung 001 (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)

A Vietnamese Question Answering System. - Dai Quoc Nguyen; Dat Quoc Nguyen; Son Bao Pham (CoRR, 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 001 (Semantic Web, 2019)

A Relational Memory-based Embedding Model for Triple Classification and Search Personalization. - Dai Quoc Nguyen; Tuan Nguyen 004; Dinh Phung 001 (ACL, 2020)

A Capsule Network-based Model for Learning Node Embeddings. - Dai Quoc Nguyen; Tu Dinh Nguyen; Dat Quoc Nguyen; Dinh Phung 001 (CIKM, 2020)

A Self-attention Network Based Node Embedding Model. - Dai Quoc Nguyen; Tu Dinh Nguyen; Dinh Phung 001 (ECML/PKDD (3), 2020)

Automatic Post-Editing for Vietnamese. - Thanh Vu; Dai Quoc Nguyen (ALTA, 2021)

Quaternion Graph Neural Networks. - Dai Quoc Nguyen; Tu Dinh Nguyen; Dinh Q. Phung (ACML, 2021)

Automatic Post-Editing for Translating Chinese Novels to Vietnamese. - Thanh Vu; Dai Quoc Nguyen (CoRR, 2021)

Representation Learning for Graph-Structured Data. - Dai Quoc Nguyen (2021)

ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection. - Van-Anh Nguyen; Dai Quoc Nguyen; Van Nguyen 002; Trung Le 001; Quan Hung Tran; Dinh Phung 001 (ICSE-Companion, 2022)

Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction. - Dai Quoc Nguyen; Vinh Tong; Dinh Q. Phung; Dat Quoc Nguyen (WSDM, 2022)

Universal Graph Transformer Self-Attention Networks. - Dai Quoc Nguyen; Tu Dinh Nguyen; Dinh Q. Phung (WWW (Companion Volume), 2022)

QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings. - Dai Quoc Nguyen; Thanh Vu; Tu Dinh Nguyen; Dinh Q. Phung (WWW (Companion Volume), 2022)

Two-View Graph Neural Networks for Knowledge Graph Completion. - Vinh Tong; Dai Quoc Nguyen; Dinh Q. Phung; Dat Quoc Nguyen (ESWC, 2023)

Supporting Cross-language Cross-project Bug Localization Using Pre-trained Language Models. - Mahinthan Chandramohan; Dai Quoc Nguyen; Padmanabhan Krishnan; Jovan Jancic (CoRR, 2024)

SQLong: Enhanced NL2SQL for Longer Contexts with LLMs. - Dai Quoc Nguyen; Cong Duy Vu Hoang; Duy Vu; Gioacchino Tangari; Thanh Tien Vu; Don Dharmasiri; Yuan-Fang Li; Long Duong (CoRR, 2025)