Gianluca Lebani

Does BERT Recognize an Agent? Modeling Dowty’s Proto-Roles with Contextual Embeddings

Contextual embeddings build multidimensional representations of word tokens based on their context of occurrence. Such models have been shown to achieve a state-of-the-art performance on a wide variety of tasks. Yet, the community struggles in understanding what kind of semantic knowledge these repr…