1. Introduction -- 1.1. Semantic representation -- 1.2. Vector space models -- 1.3. The evolution path of representations. 2. Background -- 2.1. Natural language processing fundamentals -- 2.2 deep learning for NLP -- 2.3. Knowledge resources. 3. Word embeddings -- 3.1. Count-…