Nicolas Garneau

Predicting and interpreting embeddings for out of vocabulary words in downstream tasks

2018

We propose a novel way to handle out of vocabulary (OOV) words in downstream natural language processing (NLP) tasks. We implement a network that predicts useful embeddings for OOV words based on their morphology and …