← Authors

Dat Quoc Nguyen

41 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (67) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (133) πŸ’Ž Century Club (40) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ”₯ Unstoppable (10)

Conferences

EMNLP (9) ACL (6) INTERSPEECH (6) NAACL (6) COLING (4) CONLL (4) EACL (2) IJCNLP (2) IJCAI (1) SEMEVAL (1)

Top co-authors

Linh The Nguyen (8) Dai Quoc Nguyen (7) Thanh Vu (6) Mai Hoang Dao (6) Dinh Phung (5) Karin Verspoor (4) Hoang Ngo (4) Mark Johnson (4) Anh Tuan Nguyen (3) Long Doan (3)

Keywords

named entity recognition (8) vietnamese language (6) text classification (5) pre-trained language model (5) part-of-speech tagging (4) dependency parsing (4) low-resource language (3) intent detection (3) language model (3) large language model (3) neural machine translation (3) knowledge graph completion (3) slot filling (3) convolutional neural network (2) disfluency detection (2) word segmentation (2) link prediction (2) parallel corpus (2) automatic speech recognition (2) transfer learning (2)

Papers

Vietnamese Automatic Speech Recognition: A Revisit EACL 2026
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CONLL 2025
Zero-Shot Text-to-Speech for Vietnamese ACL 2025
ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations ACL 2025
Who’s Who: Large Language Models Meet Knowledge Conflicts in Practice EMNLP 2024
Improving Vietnamese-English Medical Machine Translation COLING 2024
RecGPT: Generative Pre-training for Text-based Recommendation ACL 2024
XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech INTERSPEECH 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation INTERSPEECH 2022
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese INTERSPEECH 2022
A Vietnamese-English Neural Machine Translation System INTERSPEECH 2022
Investigating the Impact of ASR Errors on Spoken Implicit Discourse Relation Recognition COLING 2022
Disfluency Detection for Vietnamese COLING 2022
Joint Multilingual Knowledge Graph Completion and Alignment EMNLP 2022
From Disfluency Detection to Intent Detection and Slot Filling INTERSPEECH 2022
Intent Detection and Slot Filling for Vietnamese INTERSPEECH 2021
COVID-19 Named Entity Recognition for Vietnamese NAACL 2021
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing NAACL 2021
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation EMNLP 2021
BERTweet: A pre-trained language model for English Tweets EMNLP 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese EMNLP 2020
WNUT-2020 Task 2: Identification of Informative COVID-19 English Tweets EMNLP 2020
A Label Attention Model for ICD Coding from Clinical Text IJCAI 2020
A survey of embedding models of entities and relationships for knowledge graph completion COLING 2020
PhoBERT: Pre-trained language models for Vietnamese EMNLP 2020
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization NAACL 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition EMNLP 2018
An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing CONLL 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network NAACL 2018
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit NAACL 2018
NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter SEMEVAL 2018
Sequence to Sequence Learning for Event Prediction IJCNLP 2017
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing CONLL 2017
Neighborhood Mixture Model for Knowledge Base Completion CONLL 2016
STransE: a novel embedding model of entities and relationships in knowledge bases NAACL 2016
RDRPOSTagger: A Ripple Down Rules-based Part-Of-Speech Tagger EACL 2014
A Two-Stage Classifier for Sentiment Analysis IJCNLP 2013