Search Results - "Luu, Son T"
-
1
Enhancing Lexical-Based Approach With External Knowledge for Vietnamese Multiple-Choice Machine Reading Comprehension
Published in IEEE access (2020)“…Although Vietnamese is the <inline-formula> <tex-math notation="LaTeX">17^{th} </tex-math></inline-formula> most popular native-speaker language in the world,…”
Get full text
Journal Article -
2
An approach of data augmentation to improve the performance of BERTology models for Vietnamese hate speech detection
Published in Multimedia tools and applications (13-12-2023)“…Hate speech detection on social media networks is the classification task that automatically detects harmful comments from users and prevents the appearance of…”
Get full text
Journal Article -
3
Improving Sentiment Analysis By Emotion Lexicon Approach on Vietnamese Texts
Published in 2022 International Conference on Asian Language Processing (IALP) (27-10-2022)“…The sentiment analysis task has various applications in practice. In the sentiment analysis task, words and phrases that represent positive and negative…”
Get full text
Conference Proceeding -
4
A Text-based Approach For Link Prediction on Wikipedia Articles
Published in 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA) (09-10-2023)“…This paper present our work in the DSAA 2023 Challenge about Link Prediction for Wikipedia Articles. We use traditional machine learning models with POS tags…”
Get full text
Conference Proceeding -
5
Predicting Job Titles from Job Descriptions with Multi-label Text Classification
Published in 2021 8th NAFOSTED Conference on Information and Computer Science (NICS) (21-12-2021)“…Finding a suitable job and hunting for eligible candidates are important to job seeking and human resource agencies. With the vast information about job…”
Get full text
Conference Proceeding -
6
Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech Detection
Published in 2020 RIVF International Conference on Computing and Communication Technologies (RIVF) (01-10-2020)“…Hate-speech detection on social network language has become one of the main researching fields recently due to the spreading of social networks like Facebook…”
Get full text
Conference Proceeding -
7
Automatically Detecting Cyberbullying Comments on Online Game Forums
Published in 2021 RIVF International Conference on Computing and Communication Technologies (RIVF) (19-08-2021)“…Online game forums are popular to most of game players. They use it to communicate and discuss the strategy of the game, or even to make friends. However, game…”
Get full text
Conference Proceeding -
8
Enhanced Task-based Knowledge for Lexicon-based Approach in Vietnamese Hate Speech Detection
Published in 2022 14th International Conference on Knowledge and Systems Engineering (KSE) (19-10-2022)“…The explosion of free-text content on social media has brought the exponential propagation of hate speech. The definition of hate speech is well-defined in the…”
Get full text
Conference Proceeding -
9
Knowledge representation for designing an Intelligent Tutoring System in learning of courses about Algorithms
Published in 2019 25th Asia-Pacific Conference on Communications (APCC) (01-11-2019)“…Nowadays building the intelligent systems for education plays an important role to construct the smart city. Knowledge engineering provides technology to build…”
Get full text
Conference Proceeding -
10
A Summary of the ALQAC 2023 Competition
Published in 2023 15th International Conference on Knowledge and Systems Engineering (KSE) (18-10-2023)“…This paper presents an overview of the third edition of the Automated Legal Question Answering Competition (ALQAC 2023). The primary objective of ALQAC is to…”
Get full text
Conference Proceeding -
11
Integrating Image Features with Convolutional Sequence-to-sequence Network for Multilingual Visual Question Answering
Published 03-09-2023“…Visual Question Answering (VQA) is a task that requires computers to give correct answers for the input questions based on the images. This task can be solved…”
Get full text
Journal Article -
12
Metadata Integration for Spam Reviews Detection on Vietnamese E-commerce Websites
Published 01-08-2024“…The problem of detecting spam reviews (opinions) has received significant attention in recent years, especially with the rapid development of e-commerce. Spam…”
Get full text
Journal Article -
13
ZeFaV: Boosting Large Language Models for Zero-shot Fact Verification
Published 18-11-2024“…In this paper, we propose ZeFaV - a zero-shot based fact-checking verification framework to enhance the performance on fact verification task of large language…”
Get full text
Journal Article -
14
Improving Sentiment Analysis By Emotion Lexicon Approach on Vietnamese Texts
Published 04-12-2022“…The sentiment analysis task has various applications in practice. In the sentiment analysis task, words and phrases that represent positive and negative…”
Get full text
Journal Article -
15
Exploiting Hatred by Targets for Hate Speech Detection on Vietnamese Social Media Texts
Published 30-04-2024“…The growth of social networks makes toxic content spread rapidly. Hate speech detection is a task to help decrease the number of harmful comments. With the…”
Get full text
Journal Article -
16
A Text-based Approach For Link Prediction on Wikipedia Articles
Published 07-11-2023“…This paper present our work in the DSAA 2023 Challenge about Link Prediction for Wikipedia Articles. We use traditional machine learning models with POS tags…”
Get full text
Journal Article -
17
Automatically Detecting Cyberbullying Comments on Online Game Forums
Published 26-12-2021“…Online game forums are popular to most of game players. They use it to communicate and discuss the strategy of the game, or even to make friends. However, game…”
Get full text
Journal Article -
18
A Multiple Choices Reading Comprehension Corpus for Vietnamese Language Education
Published 31-03-2023“…Machine reading comprehension has been an interesting and challenging task in recent years, with the purpose of extracting useful information from texts. To…”
Get full text
Journal Article -
19
VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension
Published 04-02-2024“…This paper presents the development process of a Vietnamese spoken language corpus for machine reading comprehension (MRC) tasks and provides insights into the…”
Get full text
Journal Article -
20
Detecting Spam Reviews on Vietnamese E-commerce Websites
Published 09-12-2022“…The reviews of customers play an essential role in online shopping. People often refer to reviews or comments of previous customers to decide whether to buy a…”
Get full text
Journal Article