Dai Quoc Nguyen | DeepAI

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Featured Co-authors

Dinh Phung
95 publications
Dat Quoc Nguyen
46 publications
Trung Le
44 publications
Ashutosh Modi
38 publications
Mark Johnson
22 publications
Thanh Vu
20 publications
Mark Dras
20 publications
Tu Dinh Nguyen
17 publications
Quan Hung Tran
15 publications
Van Nguyen
14 publications
Xuan-Son Vu
11 publications

∙ 12/16/2021

Two-view Graph Neural Networks for Knowledge Graph Completion

In this paper, we introduce a novel GNN-based knowledge graph embedding ...

0 Vinh Tong, et al. ∙

∙ 10/14/2021

ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection

Identifying vulnerabilities in the source code is essential to protect t...

0 Van-Anh Nguyen, et al. ∙

∙ 04/25/2021

Automatic Post-Editing for Translating Chinese Novels to Vietnamese

Automatic post-editing (APE) is an important remedy for reducing errors ...

3 Thanh Vu, et al. ∙

∙ 04/15/2021

Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction

We introduce a novel embedding model, named NoKE, which aims to integrat...

0 Dai Quoc Nguyen, et al. ∙

∙ 09/26/2020

QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings

We propose a simple and effective embedding model, named QuatRE, to lear...

14 Dai Quoc Nguyen, et al. ∙

∙ 08/12/2020

Quaternion Graph Neural Networks

We consider reducing model parameters and moving beyond the Euclidean sp...

0 Dai Quoc Nguyen, et al. ∙

∙ 06/22/2020

A Self-Attention Network based Node Embedding Model

Despite several signs of progress have been made recently, limited resea...

0 Dai Quoc Nguyen, et al. ∙

∙ 11/26/2019

A Vietnamese Text-Based Conversational Agent

This paper introduces a Vietnamese text-based conversational agent archi...

0 Dai Quoc Nguyen, et al. ∙

∙ 11/26/2019

A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page

Search engines have become an indispensable tool for browsing informatio...

0 Dat Quoc Nguyen, et al. ∙

∙ 11/26/2019

A Vietnamese Question Answering System

Question answering systems aim to produce exact answers to users' questi...

0 Dai Quoc Nguyen, et al. ∙

∙ 11/12/2019

A Capsule Network-based Model for Learning Node Embeddings

In this paper, we focus on learning low-dimensional embeddings of entity...

31 Dai Quoc Nguyen, et al. ∙

∙ 09/26/2019

Unsupervised Universal Self-Attention Network for Graph Classification

Existing graph embedding models often have weaknesses in exploiting grap...

0 Dai Quoc Nguyen, et al. ∙

∙ 07/13/2019

Relational Memory-based Knowledge Graph Embedding

Knowledge graph embedding models often suffer from a limitation of remem...

0 Dai Quoc Nguyen, et al. ∙

∙ 08/13/2018

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization

In this paper, we introduce an embedding model, named CapsE, exploring a...

0 Dai Quoc Nguyen, et al. ∙

∙ 04/12/2018

A Capsule Network-based Embedding Model for Search Personalization

Search personalization aims to tailor search results to each specific us...

0 Dai Quoc Nguyen, et al. ∙

∙ 04/02/2018

NIHRIO at SemEval-2018 Task 3: A Simple and Accurate Neural Network Model for Irony Detection in Twitter

This paper describes our NIHRIO system for SemEval-2018 Task 3 "Irony de...

0 Thanh Vu, et al. ∙

∙ 01/04/2018

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

We present an easy-to-use and fast toolkit, namely VnCoreNLP---a Java NL...

0 Thanh Vu, et al. ∙

∙ 12/06/2017

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network

We introduce a novel embedding method for knowledge base completion task...

0 Dai Quoc Nguyen, et al. ∙

∙ 11/14/2017

From Word Segmentation to POS Tagging for Vietnamese

This paper presents an empirical comparison of two strategies for Vietna...

0 Dat Quoc Nguyen, et al. ∙

∙ 09/19/2017

A Fast and Accurate Vietnamese Word Segmenter

We propose a novel approach to Vietnamese word segmentation. Our approac...

0 Dat Quoc Nguyen, et al. ∙

∙ 09/18/2017

Sequence to Sequence Learning for Event Prediction

This paper presents an approach to the task of predicting an event descr...

0 Dai Quoc Nguyen, et al. ∙

∙ 06/15/2017

A Mixture Model for Learning Multi-Sense Word Embeddings

Word embeddings are now a standard technique for inducing meaning repres...

0 Dai Quoc Nguyen, et al. ∙

∙ 12/12/2014

Ripple Down Rules for Question Answering

Recent years have witnessed a new trend of building ontology-based quest...

0 Dat Quoc Nguyen, et al. ∙

∙ 12/12/2014

A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-of-Speech Tagging

In this paper, we propose a new approach to construct a system of transf...

0 Dat Quoc Nguyen, et al. ∙