Probing for predicate argument structures in pretrained language models

S Conia, R Navigli - Proceedings of the 60th Annual Meeting of …, 2022 - aclanthology.org
Thanks to the effectiveness and wide availability of modern pretrained language models
(PLMs), recently proposed approaches have achieved remarkable results in dependency …

Exploring Non-Verbal Predicates in Semantic Role Labeling: Challenges and Opportunities

R Orlando, S Conia, R Navigli - ar** of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels
A Weinstein, Y Goldberg - arxiv preprint arxiv:2306.13922, 2023 - arxiv.org
Deverbal nouns are nominal forms of verbs commonly used in written English texts to
describe events or actions, as well as their arguments. However, many NLP systems, and in …