Publications (22)
Neighborhood Mixture Model for Knowledge Base Completion
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu +1
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network
Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen +1
A Mixture Model for Learning Multi-Sense Word Embeddings
Dai Quoc Nguyen, Dat Quoc Nguyen, Ashutosh Modi +2
STransE: a novel embedding model of entities and relationships in knowledge bases
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu +1
A Fast and Accurate Vietnamese Word Segmenter
Dat Quoc Nguyen, Dai Quoc Nguyen, Thanh Vu +2
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings
Zenan Zhai, Dat Quoc Nguyen, Saber A. Akhondi +5
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing
Dat Quoc Nguyen, Mark Dras, Mark Johnson
End-to-end neural relation extraction using deep biaffine attention
Dat Quoc Nguyen, Karin Verspoor
From POS tagging to dependency parsing for biomedical event extraction
Dat Quoc Nguyen, Karin Verspoor
Search Personalization with Embeddings
Thanh Vu, Dat Quoc Nguyen, Mark Johnson +2
Ripple Down Rules for Question Answering
Dat Quoc Nguyen, Dai Quoc Nguyen, Son Bao Pham
A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-of-Speech Tagging
Dat Quoc Nguyen, Dai Quoc Nguyen, Dang Duc Pham +1
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
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings
Dat Quoc Nguyen, Karin Verspoor
VnCoreNLP: A Vietnamese Natural Language Processing Toolkit
Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen +2
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 +3
jLDADMM: A Java package for the LDA and DMM topic models
Dat Quoc Nguyen
An empirical study for Vietnamese dependency parsing
Dat Quoc Nguyen, Mark Dras, Mark Johnson
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization
Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen +2
Sequence to Sequence Learning for Event Prediction
Dai Quoc Nguyen, Dat Quoc Nguyen, Cuong Xuan Chu +2
Improving Topic Models with Latent Feature Word Representations
Dat Quoc Nguyen, Richard Billingsley, Lan Du +1
From Word Segmentation to POS Tagging for Vietnamese
Dat Quoc Nguyen, Thanh Vu, Dai Quoc Nguyen +2