The tasks consists in determining whether a sentence contains at least one stereotype (positive example) or none negative example). Sentences are taken from comments posted in Spanish in response to different online news articles.
A stereotype is defined as a set of beliefs about others who are perceived as belonging to a different social category.
Publication
Alejandro Ariza-Casabona, Wolfgang S. Schmeisser-Nieto, Montserrat Nofre, Mariona Taulé, Enrique Amigó, Berta Chulvi, Paolo Rosso (2022) Overview of DETESTS at IberLEF 2022: DETEction and classification of racial STereotypes in Spanish. Procesamiento del Lenguaje Natural, Revista nº 69, septiembre de 2022, pp. 217-228
Language
Spanish
NLP topic
Abstract task
Year
2022
Publication link
Ranking metric
F1
Task results
| System | Precision | Recall | F1 Sort ascending | CEM | Accuracy | MacroPrecision | MacroRecall | MacroF1 | RMSE | MicroPrecision | MicroRecall | MicroF1 | MAE | MAP | UAS | LAS | MLAS | BLEX | Pearson correlation | Spearman correlation | MeasureC | BERTScore | EMR | Exact Match | F0.5 | Hierarchical F | ICM | MeasureC | Propensity F | Reliability | Sensitivity | Sentiment Graph F1 | WAC | b2 | erde30 | sent | weighted f1 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| I2C III | 1.0000 | ||||||||||||||||||||||||||||||||||||
| UMUTeam | 0.7042 | ||||||||||||||||||||||||||||||||||||
| Lak NLP | 0.6627 | ||||||||||||||||||||||||||||||||||||
| DaMinCi | 0.6596 | ||||||||||||||||||||||||||||||||||||
| MALNIS | 0.6382 |
