Antske Fokkens

GRaSP: A Multilayered Annotation Scheme for Perspectives

2016

This paper presents a framework and methodology for the annotation of perspectives in text.In the last decade, different aspects of linguistic encoding of perspectives have been targeted as separated phenomena through different annotation initiatives.We propose …

Challenging distributional models with a conceptual network of philosophical terms

2021

Yvette Oortwijn, Jelke Bloem, Pia Sommerauer, Francois Meyer, Wei Zhou, Antske Fokkens. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.

Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification

2025

Reliance on spurious correlations (shortcuts) has been shown to underlie many of the successes of language models.Previous work focused on identifying the input elements that impact prediction.We investigate how shortcuts are actually processed within the …