Obuchowski, Aleksander

BERT for Joint Intent Classification and Slot Filling

2019 · arXiv (Cornell University)

Intent classification and slot filling are two essential tasks for natural language understanding. They often suffer from small-scale human-labeled training data, resulting in poor generalization capability, especially for rare words. Recently a new language representation …