Kiet Van Nguyen

Job Prediction: From Deep Neural Network Models to Applications

2020

Determining the job is suitable for a student or a person looking for work based on their job descriptions such as knowledge and skills that are difficult, as well as how employers must find ways …

Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese

2021 · arXiv (Cornell University)

The rise of social media has led to the increasing of comments on online forums. However, there still exists invalid comments which are not informative for users. Moreover, those comments are also quite toxic and …

Improving sentence representation for vietnamese natural language understanding using optimal transport

2023 · Journal of Intelligent & Fuzzy Systems

Multilingual pre-trained language models have achieved impressive results on most natural language processing tasks. However, the performance is inhibited due to capacity limitations and their under-representation of pre-training data, especially for languages with limited resources. …

ViCGCN: Graph Convolutional Network with Contextualized Language Models for Social Media Mining in Vietnamese

2023 · arXiv (Cornell University)

Social media processing is a fundamental task in natural language processing with numerous applications. As Vietnamese social media and information science have grown rapidly, the necessity of information-based mining on Vietnamese social media has become …

A Large-Scale Benchmark for Vietnamese Sentence Paraphrases

2025

This paper presents ViSP, a high-quality Vietnamese dataset for sentence paraphrasing, consisting of 1.2M original-paraphrase pairs collected from various domains.The dataset was constructed using a hybrid approach that combines automatic paraphrase generation with manual evaluation …

Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model

2019 · arXiv (Cornell University)

In this paper, we describe our system which participates in the shared task of Hate Speech Detection on Social Networks of VLSP 2019 evaluation campaign. We are provided with the pre-labeled dataset and an unlabeled …