Deep Learning For Natural Language Processing: Advances And Challenges

This Special Issue focuses on the application of deep learning techniques for solving natural language processing tasks. It covers topics such as identification of appropriate network structures, hyperparameter optimization, integration with other linguistic resources, efficient representations capable of capturing long-term dependencies, and prevention of overfitting. Manuscripts should be submitted online and accepted papers will be published continuously in the journal.