Noun Phrase and Verb Phrase Ellipsis in Dutch: Identifying Subject-Verb Dependencies with BERTje
Published in Computational Linguistics in the Netherlands 2022, 2022
Recommended citation: Haagen, T. and Dona, L. and Bosscha, S. and Zamith, B. and Koetschruyter, R. and Wijnholds, G. (2022). "Noun Phrase and Verb Phrase Ellipsis in Dutch: Identifying Subject-Verb Dependencies with BERTje." Computational Linguistics in the Netherlands Journal Volume 12. [paper]
We devise a test suite for evaluating Dutch language models' capacity for understanding noun and verb phrase ellipsis. The grammars, paired with a small lexicon, provide us with a large collection of naturalistic utterances, annotated with verb-subject pairings, that serve as the evaluation test bed for an attention-based span selection probe. Our results, backed by extensive analysis, suggest that the models investigated fail in the implicit acquisition of the dependencies examined.