Active Learning for New Domains in Natural Language Understanding

Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha +2

We explore active learning (AL) for improving the accuracy of new domains in a natural language understanding (NLU) system. We propose an algorithm called Majority-CRF that uses an…