Top a Splitter: Using Distributional Semantics for Improving Compound Splitting

Abstract

We present a flexible method that rearranges the ranked output of compound splitters (i.e., decomposers of one-word compounds such as the German Kinderlied 'children's song') using a distributional semantics model. In an experiment, we show that our re-ranker improves the quality of various compound splitters.