Binary Text Classification

We investigate the problem of binary text clas- sification in the domain of legal docket entries. This work presents an illustrative instance of a domain-specific problem where the state- of-the-art …...

AbstractReal world scenarios present a challenge for text classification, since labels are usually expensive and the data is often characterized by class imbalance. Active Learning (AL) is a ubiquitous paradigm …...