HUrtful HUmour (HUHU)

The HUHU task (webpage) presented at IberLEF 2023 aims at the identification of prejudiced tweets in Spanish that have the additional characteristic of presenting humour.

The following code can generate an instance of the system used in the competition.

>>> from EvoMSA.competitions import Comp2023
>>> D = # Training set
>>> comp2023 = Comp2023(lang='es')
>>> ins = comp2023.stack_2_bow_all_keywords(D)

Performance in Cross-validation

Configuration	Performance	p-value
Comp2023.stack_2_bow_all_keywords	0.7417	1.0000
Comp2023.stack_2_bow_tailored_all_keywords	0.7416	0.4700
Comp2023.stack_2_bow_tailored_keywords	0.7379	0.1700
Comp2023.stack_3_bow_tailored_all_keywords	0.7377	0.1340
Comp2023.stack_3_bows_tailored_keywords	0.7358	0.1000
Comp2023.stack_2_bow_keywords	0.7347	0.0180
Comp2023.stack_bow_keywords_emojis	0.7334	0.0620
Comp2023.stack_bow_keywords_emojis_voc_selection	0.7298	0.0100
Comp2023.stack_3_bows	0.7127	0.0000
Comp2023.stack_bows	0.7103	0.0000
Comp2023.bow_voc_selection	0.7034	0.0000
Comp2023.bow	0.6969	0.0000
Comp2023.bow_training_set	0.6833	0.0000