Detection of toxicity

Binary task that aims to detect whether a comment posted in response to different online news articles related to immigration is toxic or not.

Publication
Mariona Taulé, Alejandro Ariza, Montserrat Nofre, Enrique Amigó, Paolo Rosso (2021) Overview of DETOXIS at IberLEF 2021: DEtection of TOXicity in comments In Spanish. Procesamiento del Lenguaje Natural, Revista nº 67, septiembre de 2021, pp. 209-221.
Competition
DETOXIS: Detection of toxicity
NLP topic
hate detection
Abstract task
Classification
Dataset
NewsCom-TOX
Year
2021
Publication link
http://journal.sepln.org/sepl…
Ranking metric
F1

Task results

System Precision Recall F1
SINAI 0.6356 0.6569 0.6461
GuillemGSubies 0.5234 0.7029 0.6000
AI-UPV 0.5672 0.6360 0.5996
DCG 0.5314 0.6225 0.5734
DCG 0.5607 0.5852 0.5726

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.