| 2026 | EACL | Vietnamese Automatic Speech Recognition: A Revisit. | Thi Vu, Linh The Nguyen, Dat Quoc Nguyen |
| 2026 | LREC | AccurateRAG: A Framework for Building Accurate Retrieval-Augmented Question-Answering Applications. | Linh The Nguyen, Chi Tran, Dung Ngoc Nguyen, Van-Cuong Pham, Hoang Ngo, Dat Quoc Nguyen |
| 2025 | ACL | 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 |
| 2025 | ACL | Zero-Shot Text-to-Speech for Vietnamese. | Thi Vu, Linh The Nguyen, Dat Quoc Nguyen |
| 2024 | ACL | RecGPT: Generative Pre-training for Text-based Recommendation. | Hoang Ngo, Dat Quoc Nguyen |
| 2024 | COLING | Improving Vietnamese-English Medical Machine Translation. | Nhu Vo, Dat Quoc Nguyen, Dung D. Le, Massimo Piccardi, Wray L. Buntine |
| 2024 | EMNLP | Who's Who: Large Language Models Meet Knowledge Conflicts in Practice. | Quang Pham, Hoang Ngo, Anh Tuan Luu, Dat Quoc Nguyen |
| 2024 | ICASSP | JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention. | Thinh Pham, Dat Quoc Nguyen |
| 2024 | ICLR | PhoWhisper: Automatic Speech Recognition for Vietnamese. | Thanh-Thien Le, Linh The Nguyen, Dat Quoc Nguyen |
| 2023 | EMNLP | MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention. | Thinh Pham, Tran Chi, Dat Quoc Nguyen |
| 2023 | Interspeech | XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech. | Linh The Nguyen, Thinh Pham, Dat Quoc Nguyen |
| 2023 | IUI | 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 |
| 2022 | COLING | Disfluency Detection for Vietnamese. | Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen |
| 2022 | EMNLP | Joint Multilingual Knowledge Graph Completion and Alignment. | Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh, Tam Thanh Nguyen, Quoc Viet Hung Nguyen, Mathias Niepert |
| 2022 | Interspeech | From Disfluency Detection to Intent Detection and Slot Filling. | Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen |
| 2022 | Interspeech | 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 |
| 2022 | Interspeech | 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 |
| 2022 | Interspeech | BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese. | Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen |
| 2022 | IUI | 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 |
| 2022 | WSDM | Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction. | Dai Quoc Nguyen, Vinh Tong, Dinh Q. Phung, Dat Quoc Nguyen |
| 2021 | EMNLP | 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 |
| 2021 | Interspeech | Intent Detection and Slot Filling for Vietnamese. | Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen |
| 2021 | NAACL | 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 |
| 2021 | NAACL | COVID-19 Named Entity Recognition for Vietnamese. | Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen |
| 2020 | CIKM | A Capsule Network-based Model for Learning Node Embeddings. | Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung |
| 2020 | ECIR | 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 |
| 2020 | EMNLP | A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese. | Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen |
| 2020 | EMNLP | PhoBERT: Pre-trained language models for Vietnamese. | Dat Quoc Nguyen, Anh Tuan Nguyen |
| 2020 | EMNLP | BERTweet: A pre-trained language model for English Tweets. | Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen |
| 2020 | IJCAI | A Label Attention Model for ICD Coding from Clinical Text. | Thanh Vu, Dat Quoc Nguyen, Anthony N. Nguyen |
| 2019 | ECIR | End-to-End Neural Relation Extraction Using Deep Biaffine Attention. | Dat Quoc Nguyen, Karin Verspoor |
| 2019 | NAACL | 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 |
| 2018 | CoNLL | An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing. | Dat Quoc Nguyen, Karin Verspoor |
| 2018 | LREC | A Fast and Accurate Vietnamese Word Segmenter. | Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu, Mark Dras, Mark Johnson |
| 2018 | NAACL | 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 |
| 2018 | NAACL | VnCoreNLP: A Vietnamese Natural Language Processing Toolkit. | Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson |
| 2017 | CoNLL | A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing. | Dat Quoc Nguyen, Mark Dras, Mark Johnson |
| 2017 | ECIR | Search Personalization with Embeddings. | Thanh Vu, Dat Quoc Nguyen, Mark Johnson, Dawei Song, Alistair Willis |
| 2017 | IJCNLP | Sequence to Sequence Learning for Event Prediction. | Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu, Stefan Thater, Manfred Pinkal |
| 2016 | CoNLL | Neighborhood Mixture Model for Knowledge Base Completion. | Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson |
| 2016 | NAACL | STransE: a novel embedding model of entities and relationships in knowledge bases. | Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson |
| 2014 | EACL | RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger. | Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham, Son Bao Pham |
| 2014 | NLDB | From Treebank Conversion to Automatic Dependency Parsing for Vietnamese. | Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Phuong-Thai Nguyen, Minh Le Nguyen |
| 2013 | IJCNLP | A Two-Stage Classifier for Sentiment Analysis. | Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham |
| 2013 | WWW | Predicting relevant news events for timeline summaries. | Giang Binh Tran, Mohammad Alrifai, Dat Quoc Nguyen |
| 2011 | CICLING | Ripple Down Rules for Part-of-Speech Tagging. | Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham, Dang Duc Pham |
| 2011 | GRC | A Vietnamese information retrieval system for product-price. | Tien-Thanh Vu, Dat Quoc Nguyen |
| 2011 | RANLP | Systematic Knowledge Acquisition for Question Analysis. | Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham |