Kristopher Kyle

Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions

This study evaluates the effectiveness of pre-trained language models in identifying argument structure constructions, important for modeling both first and second language learning. We examine three methodologies: (1) supervised training with RoBERTa using a gold-standard ASC treebank, including by…