Yes. Amazon Lex uses deep learning to improve over time. As it is a AWS service, this needs customers input and internally runs machine learning algorithms on various data in a scalable and cost effective manner. You build a platform that incorporates best practices and can run advanced algorithms. This way by using deep learning and using the algorithm amazon lex improves the service over time.
To learn more, visit our deep learning online course