Embeddings and Deep Learning

Hinrich Schütze and Martin Schmitt

An advanced course during the first week of the 29th European Summer School in Logic, Language, and Information (ESSLLI) 2017.


Room: C

Time: 11:00 - 12:30


Monday. WordSpace: A Basic Embedding Model

Tuesday. Embeddings Learned By Matrix Factorization

Wednesday. Deep Learning I: Gradient Descent

Thursday. Embeddings Learned By Gradient Descent

Friday. Deep Learning II: Neural Networks


Exercise Sheet

Code Repository on GitHub

Code and Datasets