Vietnamese Social Media Text Processing
8 papers with code • 0 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in Vietnamese Social Media Text Processing
Most implemented papers
A Large-scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts
On social medias, hate speech has become a critical problem for social network users.
Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model
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.
Hate Speech Detection on Vietnamese Social Media Text using the Bi-GRU-LSTM-CNN Model
In recent years, Hate Speech Detection has become one of the interesting fields in natural language processing or computational linguistics.
Empirical Study of Text Augmentation on Social Media Text in Vietnamese
Thus, when collecting the data about user comments on the social network, the data is usually skewed about one label, which leads the dataset to become imbalanced and deteriorate the model's ability.
Vietnamese Hate and Offensive Detection using PhoBERT-CNN and Social Media Streaming Data
Secondly, a novel hate speech detection (HSD) model, which is the combination of a pre-trained PhoBERT model and a Text-CNN model, was proposed for solving tasks in Vietnamese.
ViCGCN: Graph Convolutional Network with Contextualized Language Models for Social Media Mining in Vietnamese
Our proposed ViCGCN approach demonstrates a significant improvement of up to 6. 21%, 4. 61%, and 2. 63% over the best Contextualized Language Models, including multilingual and monolingual, on three benchmark datasets, UIT-VSMEC, UIT-ViCTSD, and UIT-VSFC, respectively.
ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing
English and Chinese, known as resource-rich languages, have witnessed the strong development of transformer-based language models for natural language processing tasks.
ViLexNorm: A Lexical Normalization Corpus for Vietnamese Social Media Text
In this work, we introduce Vietnamese Lexical Normalization (ViLexNorm), the first-ever corpus developed for the Vietnamese lexical normalization task.
