Jointly Embedding Entities and Text with Distant Supervision

Denis Newman-Griffis, Albert M. Lai, Eric Fosler-Lussier

Learning representations for knowledge base entities and concepts is becoming increasingly important for NLP applications. However, recent entity embedding methods have relied on s…