Paper: Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction

ACL ID S14-2016
Title Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction
Venue Joint Conference on Lexical and Computational Semantics
Session
Year 2014
Authors

In this paper, we consider the application of topic modelling to the task of induct- ing grammar rules. In particular, we look at the use of a recently developed method called orthonormal explicit topic analysis, which combines explicit and latent models of semantics. Although, it remains unclear how topic model may be applied to the case of grammar induction, we show that it is not impossible and that this may allow the capture of subtle semantic distinctions that are not captured by other methods.