Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data

Emilia Apostolova, R. Andrew Kreek

Industry datasets used for text classification are rarely created for that purpose. In most cases, the data and target predictions are a by-product of accumulated historical data,…