query2vec: Latent Query 3D Embedding Space for “Maki Combo” search query Discovery and understanding of a product catalog is an important part of any e-commerce business. The traditional — and difficult — method is to learn product interactions by building manual taxonomies. However, at Grubhub we leverage recent advancements in Representation Learning — namely Sequential Modeling and Language Mod