Generalizing Word Embeddings using Bag of Subwords

Jinman Zhao, Sidharth Mudgal, Yingyu Liang

We approach the problem of generalizing pre-trained word embeddings beyond fixed-size vocabularies without using additional contextual information. We propose a subword-level word…