Contextual classification of offensive comments

Classification of  comments into different categories with contextual information. Information about the comment (information about targeted users and the related social media) is provided. 

The following categories are considered:

  • Offensive, target is a person (OFP). Offensive text targeting a specific individual.
  • Offensive, target is a group of people or collective (OFG). Offensive text targeting a group of people belonging to the same ethnic group, gender or sexual orientation, political ideology, religious belief or other common characteristic.
  • Offensive, target is different from a person or a group (OFO). Offensive text where the target does not belong to any of the previous categories, e.g., an organization, an event, a place, an issue.
  • Non-offensive, but with expletive language (NOE). A text that contains rude words, blasphemes or swearwords but without the aim of offending, and usually with a positive connotation.
  • Non-offensive (NO). Text that is neither offensive nor contains expletive language.
Publication
Flor Miriam Plaza-del-Arco, Marco Casavantes, Hugo Jair Escalante, M. Teresa Martín-Valdivia, Arturo Montejo-Ráez, Manuel Montes-y-Gómez, Horacio Jarquín-Vásquez, Luis Villaseñor-Pineda (2021) Overview of MeOffendEs at IberLEF 2021: Offensive Language Detection in Spanish Variants.Procesamiento del Lenguaje Natural, Revista nº 67, septiembre de 2021, pp. 183-194.
Language
Spanish
NLP topic
Abstract task
Dataset
Year
2021
Ranking metric
Micro F

Task results

If you have published a result better than those on the list, send a message to odesia-comunicacion@lsi.uned.es indicating the result and the DOI of the article, along with a copy of it if it is not published openly.