Human-in-the-loop Text Extraction System

How a machine learns to extract text from human-given text highlights

Suppose a financial analyst wishes to analyze changes in crime rates over the years. She has a dataset of financial press releases for a company. She has to extract all the revenues and incomes from the dataset. She wants to produce a table similar to this for further analysis.

Additionally, she may also want to automate this process such that if her dataset of press releases grows, then she can easily extract the new…