Create dataset UIT-ViHSD

[albertvillanova]

• uid: UIT-ViHSD
• type: processed
• description:
  • name: Vietnamese Hate Speech Detection Dataset
  • description: In recent years, Vietnam witnesses the mass development of social network users on different social platforms such as Facebook, Youtube, Instagram, and Tiktok. On social media, hate speech has become a critical problem for social network users. To solve this problem, we introduce the ViHSD – a human-annotated dataset for automatically detecting hate speech on the social network. This dataset contains over 30,000 comments, each comment in the dataset has one of three labels: CLEAN, OFFENSIVE, or HATE. Besides, we introduce the data creation process for annotating and evaluating the quality of the dataset. Finally, we evaluated the dataset by deep learning models and transformer models.
  • homepage: https://sites.google.com/uit.edu.vn/uit-nlp/datasets-projects#h.fs21gpd5w6p1
  • validated: True
• languages:
  • language_names:
    • Vietnamese
  • language_comments:
  • language_locations:
    • South-eastern Asia
    • Vietnam
  • validated: False
• custodian:
  • name: Mr. Son Luu
  • in_catalogue:
  • type: A university or research institution
  • location: Vietnam
  • contact_name: Mr. Son Luu
  • contact_email: [email protected]
  • contact_submitter: False
  • additional:
  • validated: False
• availability:
  • procurement:
    • for_download: No - but the current owners/custodians have contact information for data queries
    • download_url:
    • download_email: [email protected]
  • licensing:
    • has_licenses: Unclear
    • license_text:
    • license_properties:
    • license_list:
  • pii:
    • has_pii: Unclear
    • generic_pii_likely:
    • generic_pii_list:
    • numeric_pii_likely:
    • numeric_pii_list:
    • sensitive_pii_likely:
    • sensitive_pii_list:
    • no_pii_justification_class: general knowledge not written by or referring to private persons
    • no_pii_justification_text:
  • validated: False
• processed_from_primary:
  • from_primary: Taken from primary source
  • primary_availability: No - the dataset curators kept the source data secret
  • primary_license:
  • primary_types:
  • validated: False
• media:
  • category:
    • text
  • text_format:
  • audiovisual_format:
  • image_format:
  • database_format:
  • text_is_transcribed: No
  • instance_type:
  • instance_count:
  • instance_size:
  • validated: False
• fname: UIT-ViHSD.json