For constituency parsing, we experiment with two types of corpora: 1. a small corpus -the widely used Penn Tree Bank (PTB) dataset (Marcus et al., 1993) and, 2. a large corpus -the high-confidence (HC) parse trees provided by<cite> Vinyals et al. (2015a)</cite> .