From Dirty Data to Structured Prediction
The advent of data-hungry applications has enabled computers to interpret what they see, communicate in natural language, and answer complex questions. There is a hidden catch, however: the reliance of all these state-of-the-art systems on high-effort tasks like data preparation and data cleaning. It is estimated that 70% to 80% …