Paper: Parser lexicalisation through self-learning

ACL ID N13-1040
Title Parser lexicalisation through self-learning
Venue Annual Conference of the North American Chapter of the Association for Computational Linguistics
Session Main Conference
Year 2013

We describe a new self-learning framework for parser lexicalisation that requires only a plain-text corpus of in-domain text. The method first creates augmented versions of de- pendency graphs by applying a series of mod- ifications designed to directly capture higher- order lexical path dependencies. Scores are assigned to each edge in the graph using statis-