Overcoming Limitations in Domain Adaptation for Intent Classification Systems: A Comprehensive Review

Intent classification is a crucial component of dialogue systems, but faces significant challenges in adapting to new domains. This review analyzes contemporary datasets, methods, and limitations to enable more effective and adaptable intent classification.