Emanuele Di Buccio

Word2Fun: Modelling Words as Functions for Diachronic Word Representation

Word meaning may change over time as a reflection of changes in human society. Therefore, modeling time in word representation is necessary for some diachronic tasks. Most existing diachronic word representation approaches train the embeddings separately for each pre-grouped time-stamped corpus and…