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cs.CL2022★ 1 cited
Multi-Task Learning for Joint Semantic Role and Proto-Role Labeling
Aashish Arora, Harshitha Malireddi, Daniel Bauer +2
We put forward an end-to-end multi-step machine learning model which jointly labels semantic roles and the proto-roles of Dowty (1991), given a sentence and the predicates therein.…
cs.CL2022
Where's the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit
Mughilan Muthupari, Samrat Halder, Asad Sayeed +1
Observing that for certain NLP tasks, such as semantic role prediction or thematic fit estimation, random embeddings perform as well as pretrained embeddings, we explore what setti…