Out-of-Vocabulary Embedding Imputation with Grounded Language Information by Graph Convolutional Networks

Ziyi Yang, Chenguang Zhu, Vin Sachidananda +1

Due to the ubiquitous use of embeddings as input representations for a wide range of natural language tasks, imputation of embeddings for rare and unseen words is a critical proble…