As more and more Arabic textual information becomes available through the Web in homes
and businesses, via Internet and Intranet services, there is an urgent need for technologies …

Cross-language information retrieval (CLIR) deals with retrieving relevant documents in one
language using queries expressed in another language. As CLIR tools rely on translation …

In the past several years, Arabic Information Retrieval (IR) has garnered significant attention.
The main research interests have focused on retrieval of formal language, mostly in the …

This paper presents a model for Arabic morphological disambiguation based on Recurrent
Neural Networks (RNN). We train Long Short-Term Memory (LSTM) cells in several …

In this paper, we address the problem of converting Dialectal Arabic (DA) text that is written
in the Latin script (called Arabizi) into Arabic script following the CODA convention for DA …

This paper is about improving the quality of Arabic-English statistical machine translation
(SMT) on dialectal Arabic text using morphological knowledge. We present a light-weight …

Much of the work on statistical machine translation (SMT) from morphologically rich
languages has shown that morphological tokenization and orthographic normalization help …

Abstract Translating the Arabic Language into other languages engenders multiple linguistic
problems, as no two languages can match, either in the meaning given to the conforming …

Abstract While Modern Standard Arabic (MSA) has many resources, Arabic Dialects, the
primarily spoken local varieties of Arabic, are quite impoverished in this regard. In this …

We present a method for automatically learning inflectional classes and associated lemmas
from morphologically annotated corpora. The method consists of a core …