Задача лексического упрощения

In this paper we examine language mod- eling for text simplification. Unlike some text-to-text translation tasks, text simplifi- cation is a monolingual translation task al- lowing for text in both …...

We introduce a bootstrapping algorithm for re- gression that exploits word embedding mod- els. We use it to infer four psycholinguis- tic properties of words: Familiarity, Age of Acquisition, Concreteness …...