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HSD Shared Task in VLSP Campaign 2019:Hate Speech Detection for Social Good

arXiv 2007.06493 ↗First posted 13 Jul 2020cs.CLcited by 11

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Abstract (arXiv)

The paper describes the organisation of the "HateSpeech Detection" (HSD) task at the VLSP workshop 2019 on detecting the fine-grained presence of hate speech in Vietnamese textual items (i.e., messages) extracted from Facebook, which is the most popular social network site (SNS) in Vietnam. The task is organised as a multi-class classification task and based on a large-scale dataset containing 25,431 Vietnamese textual items from Facebook. The task participants were challenged to build a classification model that is capable of classifying an item to one of 3 classes, i.e., "HATE", "OFFENSIVE" and "CLEAN". HSD attracted a large number of participants and was a popular task at VLSP 2019. In particular, there were 71 teams signed up for the task, 14 of them submitted results with 380 valid submissions from 20th September 2019 to 4th October 2019.

Key facts. Cited by 11 papers in the map (data through 7 Oct 2026). First posted on arXiv 13 Jul 2020.

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Citing papers per year: 2021: 5; 2022: 2; 2023: 2; 2024: 2.

11 papers.

  1. 2021A Large-scale Dataset for Hate Speech Detection on Vietnamese Social Media Textscited by 25
  2. 2021Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamesecited by 17
  3. 2023ViHOS: Hate Speech Spans Detection for Vietnamesecited by 13
  4. 2022Vietnamese Hate and Offensive Detection using PhoBERT-CNN and Social Media Streaming Datacited by 9
  5. 2021UIT-ISE-NLP at SemEval-2021 Task 5: Toxic Spans Detection with BiLSTM-CRF and ToxicBERT Comment Classificationcited by 3
  6. 2024ViHateT5: Enhancing Hate Speech Detection in Vietnamese With A Unified Text-to-Text Transformer Modelcited by 3
  7. 2021From Universal Language Model to Downstream Task: Improving RoBERTa-Based Vietnamese Hate Speech Detectioncited by 2
  8. 2022Improving Sentiment Analysis By Emotion Lexicon Approach on Vietnamese Textscited by 2
  9. 2021UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Modelscited by 0
  10. 2023Abusive Span Detection for Vietnamese Narrative Textscited by 0
  11. 2024ViTHSD: Exploiting Hatred by Targets for Hate Speech Detection on Vietnamese Social Media Textscited by 0