Alberto Benayas

Oct 13, 2024 | tandfonline.com | Marçal Mora-Cantallops |Alberto Benayas |Sicilia Miguel-Ángel

ABSTRACTIntent classification is essential in Natural Language Processing, serving applications like virtual assistants and customer service by categorizing user inputs into predefined classes. Despite its importance, the effectiveness of intent classifiers is often constrained by the scarcity of labeled data, as acquiring substantial, annotated datasets is costly and impractical.