MIL-BERT: Classification of Arbitrarily Large Text with Performance and Explanatory Guarantees

John Cadigan, Dayne Freitag, Eric Yeh

Many text classification decisions are viable based on constituent excerpts alone. Taking inspiration from the field of multiple instance learning, we present an algorithm for trai…