An Error-Oriented Approach to Word Embedding Pre-Training

Youmna Farag, Marek Rei, Ted Briscoe

We propose a novel word embedding pre-training approach that exploits writing errors in learners' scripts. We compare our method to previous models that tune the embeddings based o…