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…