DEVELOPMENT OF SAN’ANI ARABIC PARTS-OF-SPEECH TAGGER: A BI-GRUs-CRF MODEL

Abstract

One of the essential pre-processing tasks for building and improving NLP applications is known as parts-of-speech tagging. The tagging process involves the assigning of an appropriate part of speech tag to each word/token in a text. It also plays a fundamental role in developing many natural language processing applications such as syntactic parsing, named-entity recognition, automatic translation, ontology engineering, question answering, and information retrieval. In