The 3rd International Conference on Natural Language Processing and Trends (NATAP 2020) will be held June 20-21, 2020 in Dubai, UAE. The conference will provide a forum for sharing knowledge and results in natural language computing. Authors are invited to submit original papers by February 15, 2020 on topics including phonology, morphology, parsing, semantics, and spoken language processing. Selected papers will be published in conference proceedings and special issues of related journals.