In this paper, we present two resources that were created as part of the Multi Arabic Dialect
Applications and Resources (MADAR) project. The first is a large parallel corpus of 25 …

This paper presents Wojood, a corpus for Arabic nested Named Entity Recognition (NER).
Nested entities occur when one entity mention is embedded inside another entity mention …

In this article we present Curras, the first morphologically annotated corpus of the
Palestinian Arabic dialect. Palestinian Arabic is one of the many primarily spoken dialects of …

Traditional NER systems are typically trained to recognize coarse-grained entities, and less
attention is given to classifying entities into a hierarchy of fine-grained lower-level subtypes …

We present a formal Arabic wordnet built on the basis of a carefully designed ontology
hereby referred to as the Arabic Ontology. The ontology provides a formal representation of …

This paper presents the ArBanking77, a large Arabic dataset for intent detection in the
banking domain. Our dataset was arabized and localized from the original English …

Abstract Modern Standard Arabic (MSA) is the official language used in education and
media across the Arab world both in writing and formal speech. However, in daily …

This paper presents Nabra, a corpora of Syrian Arabic dialects with morphological
annotations. A team of Syrian natives collected more than 6K sentences containing about …

This paper presents a wide literature review of natural language processing for dialectical
Arabic. Four main research areas were identified and the dialect coverage in research work …

The processing of the Arabic language is a complex field of research. This is due to many
factors, including the complex and rich morphology of Arabic, its high degree of ambiguity …