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

A Vietnamese information retrieval system for product-price. - Tien-Thanh Vu; Dat Quoc Nguyen (GrC, 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)

Predicting relevant news events for timeline summaries. - Giang Binh Tran; Mohammad Alrifai; Dat Quoc Nguyen (WWW (Companion Volume), 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)

Improving Topic Coherence with Latent Feature Word Representations in MAP Estimation for Topic Modeling. - Dat Quoc Nguyen; Kairit Sirts; Mark Johnson 001 (ALTA, 2015)

Improving Topic Models with Latent Feature Word Representations. - Dat Quoc Nguyen; Richard Billingsley; Lan Du 002; Mark Johnson 001 (Trans. Assoc. Comput. Linguistics, 2015)

An empirical study for Vietnamese dependency parsing. - Dat Quoc Nguyen; Mark Dras; Mark Johnson 001 (ALTA, 2016)

Neighborhood Mixture Model for Knowledge Base Completion. - Dat Quoc Nguyen; Kairit Sirts; Lizhen Qu; Mark Johnson 001 (CoNLL, 2016)

STransE: a novel embedding model of entities and relationships in knowledge bases. - Dat Quoc Nguyen; Kairit Sirts; Lizhen Qu; Mark Johnson 001 (HLT-NAACL, 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)

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

A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. - Dat Quoc Nguyen; Mark Dras; Mark Johnson 001 (CoNLL Shared Task (2), 2017)

Search Personalization with Embeddings. - Thanh Vu; Dat Quoc Nguyen; Mark Johnson 001; Dawei Song 001; Alistair Willis (ECIR, 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)

An overview of embedding models of entities and relationships for knowledge base completion. - Dat Quoc Nguyen (CoRR, 2017)

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

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 (Louhi@EMNLP, 2018)

Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings. - Dat Quoc Nguyen; Karin Verspoor (BioNLP, 2018)

An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing. - Dat Quoc Nguyen; Karin Verspoor (CoNLL Shared Task (2), 2018)

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)

jLDADMM: A Java package for the LDA and DMM topic models. - Dat Quoc Nguyen (CoRR, 2018)

A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing. - Dat Quoc Nguyen (ALTA, 2019)

Detecting Chemical Reactions in Patents. - Hiyori Yoshikawa; Dat Quoc Nguyen; Zenan Zhai; Christian Druckenbrodt; Camilo Thorne; Saber A. Akhondi; Timothy Baldwin; Karin Verspoor (ALTA, 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 (BioNLP@ACL, 2019)

End-to-End Neural Relation Extraction Using Deep Biaffine Attention. - Dat Quoc Nguyen; Karin Verspoor (ECIR (1), 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 (NAACL-HLT (1), 2019)

From POS tagging to dependency parsing for biomedical event extraction. - Dat Quoc Nguyen; Karin Verspoor (BMC Bioinform., 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)

WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets. - Dat Quoc Nguyen; Thanh Vu; Afshin Rahimi 001; Mai Hoang Dao; Linh The Nguyen; Long Doan (W-NUT@EMNLP, 2020)

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

VinAI at ChEMU 2020: An Accurate System for Named Entity Recognition in Chemical Reactions from Patents. - Mai Hoang Dao; Dat Quoc Nguyen (CLEF (Working Notes), 2020)

Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. - Jiayuan He 002; Dat Quoc Nguyen; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Zubair Afzal; Zenan Zhai; Biaoyan Fang; Hiyori Yoshikawa; Ameer Albahem; Lawrence Cavedon; et al. (CLEF, 2020)

An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. - Jiayuan He 002; Dat Quoc Nguyen; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Zubair Afzal; Zenan Zhai; Biaoyan Fang; Hiyori Yoshikawa; Ameer Albahem; Jingqi Wang; et al. (CLEF (Working Notes), 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 (ECIR (2), 2020)

A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese. - Anh Tuan Nguyen; Mai Hoang Dao; Dat Quoc Nguyen (EMNLP (Findings), 2020)

PhoBERT: Pre-trained language models for Vietnamese. - Dat Quoc Nguyen; Anh Tuan Nguyen (EMNLP (Findings), 2020)

BERTweet: A pre-trained language model for English Tweets. - Dat Quoc Nguyen; Thanh Vu; Anh Tuan Nguyen (EMNLP (Demos), 2020)

A Label Attention Model for ICD Coding from Clinical Text. - Thanh Vu; Dat Quoc Nguyen; Anthony N. Nguyen (IJCAI, 2020)

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 (EMNLP (1), 2021)

Intent Detection and Slot Filling for Vietnamese. - Mai Hoang Dao; Thinh Hung Truong; Dat Quoc Nguyen (Interspeech, 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 (NAACL-HLT (Demonstrations), 2021)

COVID-19 Named Entity Recognition for Vietnamese. - Thinh Hung Truong; Mai Hoang Dao; Dat Quoc Nguyen (NAACL-HLT, 2021)

ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents. - Jiayuan He 002; Dat Quoc Nguyen; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Zubair Afzal; Zenan Zhai; Biaoyan Fang; Hiyori Yoshikawa; Ameer Albahem; Lawrence Cavedon; et al. (Frontiers Res. Metrics Anal., 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)

Disfluency Detection for Vietnamese. - Mai Hoang Dao; Thinh Hung Truong; Dat Quoc Nguyen (W-NUT@COLING, 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 (EMNLP (Findings), 2022)

From Disfluency Detection to Intent Detection and Slot Filling. - Mai Hoang Dao; Thinh Hung Truong; Dat Quoc Nguyen (INTERSPEECH, 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 (INTERSPEECH, 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 (INTERSPEECH, 2022)

BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese. - Nguyen Luong Tran; Duong Minh Le; Dat Quoc Nguyen (INTERSPEECH, 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 001; Dat Quoc Nguyen; Dinh Q. Phung (IUI 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)

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)

MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention. - Thinh Pham; Tran Chi; Dat Quoc Nguyen (EMNLP (Findings), 2023)

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

XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech. - Linh The Nguyen; Thinh Pham; Dat Quoc Nguyen (INTERSPEECH, 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 001; Dinh Phung 001; Dat Quoc Nguyen (IUI Companion, 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)

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)

Building and Nurturing AI Development in Vietnam. - Hung Bui 001; Nguyen Minh Le 001; Dat Quoc Nguyen; Linh Pham; Dinh Q. Phung (Commun. ACM, 2023)

RecGPT: Generative Pre-training for Text-based Recommendation. - Hoang Ngo; Dat Quoc Nguyen (ACL (Short Papers), 2024)

Improving Vietnamese-English Medical Machine Translation. - Nhu Vo; Dat Quoc Nguyen; Dung D. Le; Massimo Piccardi; Wray L. Buntine (LREC/COLING, 2024)

Who's Who: Large Language Models Meet Knowledge Conflicts in Practice. - Quang Pham; Hoang Ngo; Anh Tuan Luu; Dat Quoc Nguyen (EMNLP (Findings), 2024)

JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention. - Thinh Pham; Dat Quoc Nguyen (ICASSP, 2024)

PhoWhisper: Automatic Speech Recognition for Vietnamese. - Thanh-Thien Le; Linh The Nguyen; Dat Quoc Nguyen (Tiny Papers @ ICLR, 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)

ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations. - Quang Hieu Pham; Thuy Duong Nguyen; Tung Pham; Anh Tuan Luu; Dat Quoc Nguyen (ACL (Findings), 2025)

Zero-Shot Text-to-Speech for Vietnamese. - Thi Vu; Linh The Nguyen; Dat Quoc Nguyen (CoRR, 2025)