Arabic Dialogue Act Recognition for Textual Chatbot Systems

Abstract:Automatic Dialogue Acts Recognition is considered a crucial step for semantic extraction in Natural Language Understanding and Dialogue Systems. In this paper, we introduce our work aiming to recognize the dialogue acts of the users in a Textual Dialogue system using Levantine Arabic dialect.This work was originally published in: Proceedings of the First International Workshop on NLP Solutions for Under Resourced Languages (NSURL 2019), Volume nan, Issue nan, Pages 43-49, 2019.This version is archived in the Arab International University (AIU) repository for open access and dissemination purposes.The content of this paper has not been modified from the original publication.For more information, please visit the official repository of Arab International University (AIU): aiu.edu.sy