PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding

Zhao Jinman, Shawn Zhong, Xiaomin Zhang +1

We look into the task of \emph{generalizing} word embeddings: given a set of pre-trained word vectors over a finite vocabulary, the goal is to predict embedding vectors for out-of-…