• Variability: domains and languages • Available data: sparse+biased? • Annotated data is the bottleneck • Vincent Warmerdam on Tools to Improve Training Data: https://www.youtube.com/watch?v=KRQJDLyc1uM 13
just use Deep Learning (TM)” • What if we don’t have millions of $$$? • Data annotation / quality: still the main issue? • Your Success Stories? • Your Horror Stories?