Anna Koufakou

Fear Is Not Always Fear: Variation in Emotion Label Equivalence Across Datasets

Emotion classifiers are routinely applied beyond their training data, on the assumption that same-named labels such as fear or surprise mean the same thing across resources. We test this assumption for five labels shared by GoEmotions, XED, and BRIGHTER, comparing models on identical inputs and under cross-corpus trans...