Jichao Sun

Field Embedding: A Unified Grain-Based Framework for Word Representation

Word representations empowered with additional linguistic information have been widely studied and proved to outperform traditional embeddings. Current methods mainly focus on learning embeddings for words while embeddings of linguistic information (referred to as grain embeddings) are discarded aft…