Arabic natural language processing: Challenges and solutions
A Farghaly, K Shaalan - ACM Transactions on Asian Language …, 2009 - dl.acm.org
The Arabic language presents researchers and developers of natural language processing
(NLP) applications for Arabic text and speech with serious challenges. The purpose of this …
(NLP) applications for Arabic text and speech with serious challenges. The purpose of this …
[PDF][PDF] Rule-based approach in Arabic natural language processing
K Shaalan - The International Journal on Information and …, 2010 - m.marefa.org
The rule-based approach has successfully been used in developing many natural language
processing systems. Systems that use rule-based transformations are based on a core of …
processing systems. Systems that use rule-based transformations are based on a core of …
NERA 2.0: Improving coverage and performance of rule-based named entity recognition for Arabic
Named Entity Recognition (NER) is an essential task for many natural language processing
systems, which makes use of various linguistic resources. NER becomes more complicated …
systems, which makes use of various linguistic resources. NER becomes more complicated …
[HTML][HTML] Moroccan Arabic vocabulary generation using a rule-based approach
R Tachicart, K Bouzoubaa - Journal of King Saud University-Computer and …, 2022 - Elsevier
NLP resources play a crucial role in the building of many NLP applications. The importance
of these resources depends not only on their size and coverage but also on the richness and …
of these resources depends not only on their size and coverage but also on the richness and …
Bi-gram term collocations-based query expansion approach for improving Arabic information retrieval
In the era of information overloading, information retrieval systems are vital applications.
Many researchers try to enhance the search results by introducing new methods. Unlike the …
Many researchers try to enhance the search results by introducing new methods. Unlike the …
[PDF][PDF] Machine translation of noun phrases from Arabic to English using transfer-based approach
Problem statement: Any Arabic to English Machine Translation (MT) system should be
capable of dealing with word order which Arabic exhibits. This poses a significant challenge …
capable of dealing with word order which Arabic exhibits. This poses a significant challenge …
Generating Arabic text in multilingual speech-to-speech machine translation framework
The interlingual approach to machine translation (MT) is used successfully in multilingual
translation. It aims to achieve the translation task in two independent steps. First, meanings …
translation. It aims to achieve the translation task in two independent steps. First, meanings …
Light diacritic restoration to disambiguate homographs in modern Arabic texts
Diacritic restoration (also known as diacritization or vowelization) is the process of inserting
the correct diacritical markings into a text. Modern Arabic is typically written without diacritics …
the correct diacritical markings into a text. Modern Arabic is typically written without diacritics …
Neural Arabic singular-to-plural conversion using a pretrained Character-BERT and a fused transformer
Morphological re-inflection generation is one of the most challenging tasks in the natural
language processing (NLP) domain, especially with morphologically rich, low-resource …
language processing (NLP) domain, especially with morphologically rich, low-resource …
[PDF][PDF] Morphological generator for Tamil
Morphological analysis is the process of dividing a word into its constituent morphemes and
morphological generation is the reverse process, ie, building a word from its constituents …
morphological generation is the reverse process, ie, building a word from its constituents …