Beyond Word Embeddings: Learning Entity and Concept Representations from Large Scale Knowledge Bases

Walid Shalaby, Wlodek Zadrozny, Hongxia Jin

Text representations using neural word embeddings have proven effective in many NLP applications. Recent researches adapt the traditional word embedding models to learn vectors of…