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

1 code implementation • Findings of the Association for Computational Linguistics 2020 • Zhao Jinman, Shawn Zhong, Xiaomin Zhang, YIngyu Liang

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-vocabulary words, \emph{without} extra contextual information.

POS POS Tagging +2