Miroslav Batchkarov – CTO & Co-founder at Teebly
Summary: Gold standard data: lessons from the trenches.The first stage in a data science project is often to collect training data. However, getting a good data set is surprisingly tricky and takes longer than one expects. This talk describes our experiences in labelling gold-standard data and the lessons we learnt the hard way. We will present three case studies from natural language processing and discuss the challenges we encountered.