Updating Pre-trained Word Vectors and Text Classifiers using Monolingual Alignment

Piotr Bojanowski, Onur Celebi, Tomas Mikolov +2

In this paper, we focus on the problem of adapting word vector-based models to new textual data. Given a model pre-trained on large reference data, how can we adapt it to a smaller…