Workshop on Vector Space Modeling for NLP NAACL 2015, Denver, Colorado (June 5, 2015) Modern NLP started with methods based on pure symbolic analysis of language. Statistical methods were introduced to NLP in its current form in the 1980s/1990s, allowing "soft" reasoning about language, and made NLP more data-driven. Over the last decade another step has been taken in this direction -- it was prop