Vietnamese Social Media Text Processing

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Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (9 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• A Large-scale Dataset for Hate Speech Detection on Vietnamese Social Media Texts
  22 Mar 2021 2 repositories listed
  On social medias, hate speech has become a critical problem for social network users.
• ViLexNorm: A Lexical Normalization Corpus for Vietnamese Social Media Text
  29 Jan 2024 1 repository listed
  In this work, we introduce Vietnamese Lexical Normalization (ViLexNorm), the first-ever corpus developed for the Vietnamese lexical normalization task.
• ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing
  17 Oct 2023 1 repository listed
  English and Chinese, known as resource-rich languages, have witnessed the strong development of transformer-based language models for natural language processing tasks.
• ViCGCN: Graph Convolutional Network with Contextualized Language Models for Social Media Mining in Vietnamese
  6 Sep 2023 1 repository listed
  Our proposed ViCGCN approach demonstrates a significant improvement of up to 6.
• ViHOS: Hate Speech Spans Detection for Vietnamese
  24 Jan 2023 1 repository listed
  The rise in hateful and offensive language directed at other users is one of the adverse side effects of the increased use of social networking platforms.
• Vietnamese Hate and Offensive Detection using PhoBERT-CNN and Social Media Streaming Data
  1 Jun 2022 1 repository listed
  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.
• Empirical Study of Text Augmentation on Social Media Text in Vietnamese
  25 Sep 2020 1 repository listed
  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.
• Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model
  9 Nov 2019 1 repository listed
  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
  9 Nov 2019 1 repository listed
  In recent years, Hate Speech Detection has become one of the interesting fields in natural language processing or computational linguistics.