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Arabic Natural Language Processing (NLP): A Comprehensive Review of Challenges, Techniques, and Emerging Trends

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inferredcites →https://doi.org/10.1002/asi.10368openalex-snapshot
Arabic morphological analysis techniques: A comprehensive survey
inferredcites →https://doi.org/10.1002/asi.21090openalex-snapshot
NERA: Named Entity Recognition for Arabic
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Automated arabic text classification with P ‐ S temmer, machine learning, and a tailored news article taxonomy
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Light Stemming for Arabic Information Retrieval
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Sentiment Analysis of Arabic Tweets for Road Traffic Congestion and Event Detection
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A Light Arabic POS Tagger Using a Hybrid Approach
inferredcites →https://doi.org/10.1007/978-3-031-02139-8openalex-snapshot
Introduction to Arabic Natural Language Processing
inferredcites →https://doi.org/10.1007/978-3-319-55002-2_8openalex-snapshot
Integration of a Segmentation Tool for Arabic Corpora in NooJ Platform to Build an Automatic Annotation Tool
inferredcites →https://doi.org/10.1007/978-3-319-73420-0openalex-snapshot
Formalizing Natural Languages with NooJ and Its Natural Language Processing Applications
inferredcites →https://doi.org/10.1007/978-3-319-99740-7_12openalex-snapshot
A Combined CNN and LSTM Model for Arabic Sentiment Analysis
inferredcites →https://doi.org/10.1007/978-3-642-20039-7_29openalex-snapshot
Developing a Competitive HMM Arabic POS Tagger Using Small Training Corpora
inferredcites →https://doi.org/10.1007/978-94-017-8545-7_1openalex-snapshot
The Structure of Arabic Language and Orthography
inferredcites →https://doi.org/10.1007/s00521-024-10949-xopenalex-snapshot
Enhanced model for abstractive Arabic text summarization using natural language generation and named entity recognition
inferredcites →https://doi.org/10.1007/s10462-012-9351-1openalex-snapshot
Arabic machine translation: a survey
inferredcites →https://doi.org/10.1007/s10462-021-09989-9openalex-snapshot
Arabic sentiment analysis using recurrent neural networks: a review
inferredcites →https://doi.org/10.1007/s10579-014-9274-3openalex-snapshot
Creating language resources for under-resourced languages: methodologies, and experiments with Arabic
inferredcites →https://doi.org/10.1007/s10772-015-9302-8openalex-snapshot
A hybrid Arabic POS tagging for simple and compound morphosyntactic tags
inferredcites →https://doi.org/10.1007/s10772-015-9313-5openalex-snapshot
Impact of morphological analysis and a large training corpus on the performances of Arabic diacritization
inferredcites →https://doi.org/10.1007/s10772-017-9422-4openalex-snapshot
Opinion mining and sentiment analysis for Arabic on-line texts: application on the political domain
inferredcites →https://doi.org/10.1007/s10772-018-9528-3openalex-snapshot
A hybrid approach for Arabic lemmatization
inferredcites →https://doi.org/10.1007/s10772-025-10192-2openalex-snapshot
Transfer learning and sentiment analysis of lebanese dialect data using a multilingual deep learning approach
inferredcites →https://doi.org/10.1007/s10791-023-09429-yopenalex-snapshot
Tashaphyne0.4: a new arabic light stemmer based on rhyzome modeling approach
inferredcites →https://doi.org/10.1007/s11145-016-9677-1openalex-snapshot
Diacritics improve comprehension of the Arabic script by providing access to the meanings of heterophonic homographs
inferredcites →https://doi.org/10.1007/s12559-020-09748-yopenalex-snapshot
Automatic Arabic Text Summarization Using Analogical Proportions
inferredcites →https://doi.org/10.1007/s13042-018-0799-4openalex-snapshot
Using long short-term memory deep neural networks for aspect-based sentiment analysis of Arabic reviews
inferredcites →https://doi.org/10.1007/s13278-021-00794-4openalex-snapshot
Towards Arabic aspect-based sentiment analysis: a transfer learning-based approach
inferredcites →https://doi.org/10.1007/s13278-022-01009-0openalex-snapshot
An ensemble transformer-based model for Arabic sentiment analysis
inferredcites →https://doi.org/10.1007/s13369-020-05022-3openalex-snapshot
Index Term Selection Heuristics for Arabic Text Retrieval
inferredcites →https://doi.org/10.1007/s13369-021-06449-yopenalex-snapshot
Arabic Fake News Detection Based on Textual Analysis
inferredcites →https://doi.org/10.1007/s13369-023-07687-yopenalex-snapshot
VAQA: Visual Arabic Question Answering
inferredcites →https://doi.org/10.1007/s41060-023-00498-2openalex-snapshot
DarijaBERT: a step forward in NLP for the written Moroccan dialect
inferredcites →https://doi.org/10.1007/s41060-024-00618-6openalex-snapshot
Toward an efficient extractive Arabic text summarisation system based on Arabic large language models
inferredcites →https://doi.org/10.1007/s42979-022-01541-yopenalex-snapshot
TunBERT: Pretraining BERT for Tunisian Dialect Understanding
inferredcites →https://doi.org/10.1007/s44443-025-00128-wopenalex-snapshot
Hajj-FQA: A benchmark Arabic dataset for developing question-answering systems on Hajj fatwas
inferredcites →https://doi.org/10.1016/0004-3702(93)90017-6openalex-snapshot
Lexical knowledge representation and natural language processing
inferredcites →https://doi.org/10.1016/j.asej.2017.04.007openalex-snapshot
Sentiment analysis in Arabic: A review of the literature
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A text summarizer for Arabic
inferredcites →https://doi.org/10.1016/j.csl.2020.101138openalex-snapshot
Part-of-speech tagging for Arabic tweets using CRF and Bi-LSTM
inferredcites →https://doi.org/10.1016/j.csl.2021.101224openalex-snapshot
Enhancing Arabic aspect-based sentiment analysis using deep learning models
inferredcites →https://doi.org/10.1016/j.datak.2021.101973openalex-snapshot
Integrating Character-level and Word-level Representation for Affect in Arabic Tweets
inferredcites →https://doi.org/10.1016/j.datak.2022.102106openalex-snapshot
Transfer learning and sentiment analysis of Bahraini dialects sequential text data using multilingual deep learning approach
inferredcites →https://doi.org/10.1016/j.dib.2019.104076openalex-snapshot
SANAD: Single-label Arabic News Articles Dataset for automatic text categorization
inferredcites →https://doi.org/10.1016/j.dib.2023.109460openalex-snapshot
ANAD: Arabic news article dataset
inferredcites →https://doi.org/10.1016/j.dib.2024.111004openalex-snapshot
Arabic paraphrased parallel synthetic dataset
inferredcites →https://doi.org/10.1016/j.heliyon.2021.e06191openalex-snapshot
Preprocessing Arabic text on social media
inferredcites →https://doi.org/10.1016/j.heliyon.2024.e39786openalex-snapshot
Advancements and challenges in Arabic sentiment analysis: A decade of methodologies, applications, and resource development
inferredcites →https://doi.org/10.1016/j.iotcps.2023.04.003openalex-snapshot
ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope
inferredcites →https://doi.org/10.1016/j.ipm.2017.08.003openalex-snapshot
Machine translation for Arabic dialects (survey)
inferredcites →https://doi.org/10.1016/j.ipm.2018.09.008openalex-snapshot
Multi-label Arabic text categorization: A benchmark and baseline comparison of multi-label learning algorithms
inferredcites →https://doi.org/10.1016/j.ipm.2022.103227openalex-snapshot
Arabic abstractive text summarization using RNN-based and transformer-based architectures
inferredcites →https://doi.org/10.1016/j.jksuci.2014.04.001openalex-snapshot
A novel root based Arabic stemmer
inferredcites →https://doi.org/10.1016/j.jksuci.2016.05.002openalex-snapshot
AlKhalil Morpho Sys 2: A robust Arabic morpho-syntactic analyzer
inferredcites →https://doi.org/10.1016/j.jksuci.2016.06.004openalex-snapshot
Morphological, syntactic and diacritics rules for automatic diacritization of Arabic sentences
inferredcites →https://doi.org/10.1016/j.jksuci.2019.03.010openalex-snapshot
An efficient single document Arabic text summarization using a combination of statistical and semantic features
inferredcites →https://doi.org/10.1016/j.jksuci.2021.12.004openalex-snapshot
Leveraging Arabic sentiment classification using an enhanced CNN-LSTM approach and effective Arabic text preparation
inferredcites →https://doi.org/10.1016/j.jksuci.2022.02.007openalex-snapshot
Arabic ontology extraction model from unstructured text
inferredcites →https://doi.org/10.1016/j.jksuci.2022.03.026openalex-snapshot
TAAM: Topic-aware abstractive arabic text summarisation using deep recurrent neural networks
inferredcites →https://doi.org/10.1016/j.jksuci.2023.101709openalex-snapshot
DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension
inferredcites →https://doi.org/10.1016/j.jocs.2017.11.011openalex-snapshot
Deep learning for Arabic NLP: A survey
inferredcites →https://doi.org/10.1016/j.media.2021.102049openalex-snapshot
Applying deep learning in digital breast tomosynthesis for automatic breast cancer detection: A review
inferredcites →https://doi.org/10.1016/j.neucom.2024.128078openalex-snapshot
Linguistic feature fusion for Arabic fake news detection and named entity recognition using reinforcement learning and swarm optimization
inferredcites →https://doi.org/10.1016/j.procs.2017.10.094openalex-snapshot
AraSenTi-Tweet: A Corpus for Arabic Sentiment Analysis of Saudi Tweets
inferredcites →https://doi.org/10.1016/j.procs.2018.10.456openalex-snapshot
A Lexical Distance Study of Arabic Dialects
inferredcites →https://doi.org/10.1016/j.procs.2018.10.467openalex-snapshot
DAWQAS: A Dataset for Arabic Why Question Answering System
inferredcites →https://doi.org/10.1016/j.procs.2018.10.496openalex-snapshot
Towards a New Hybrid Approach for Abstractive Summarization
inferredcites →https://doi.org/10.1016/j.procs.2021.03.026openalex-snapshot
The Impact of Arabic Part of Speech Tagging on Sentiment Analysis: A New Corpus and Deep Learning Approach
inferredcites →https://doi.org/10.1016/j.procs.2021.05.083openalex-snapshot
An automatic arabic text summarization system based on genetic algorithms
inferredcites →https://doi.org/10.1016/j.procs.2021.08.008openalex-snapshot
Arabic factoid Question-Answering system for Islamic sciences using normalized corpora
inferredcites →https://doi.org/10.1016/j.procs.2024.10.212openalex-snapshot
Alma: Fast Lemmatizer and POS Tagger for Arabic
inferredcites →https://doi.org/10.1017/cbo9780511486975openalex-snapshot
A Reference Grammar of Modern Standard Arabic
inferredcites →https://doi.org/10.1017/cbo9780511676536openalex-snapshot
Ontology and the Lexicon
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Morpheme edges and Arabic infixation
inferredcites →https://doi.org/10.1080/17586801.2013.868334openalex-snapshot
A new writing system? Developing orthographies for writing Arabic dialects in electronic media
inferredcites →https://doi.org/10.1080/23750472.2024.2342258openalex-snapshot
Leveraging sentiment analysis of Arabic Tweets for the 2022 FIFA World Cup insights, incorporating the gulf region
inferredcites →https://doi.org/10.1093/oxfordhb/9780199764136.001.0001openalex-snapshot
The Oxford Handbook of Arabic Linguistics
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A tutorial on hidden Markov models and selected applications in speech recognition
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Leveraging Linked Open Data to Automatically Answer Arabic Questions
inferredcites →https://doi.org/10.1109/access.2020.3009217openalex-snapshot
Impact of Stemming and Word Embedding on Deep Learning-Based Arabic Text Categorization
inferredcites →https://doi.org/10.1109/access.2021.3114313openalex-snapshot
Sentiment Analysis Using Stacked Gated Recurrent Unit for Arabic Tweets
inferredcites →https://doi.org/10.1109/access.2023.3340520openalex-snapshot
Tasaheel: An Arabic Automative Textual Analysis Tool—All in One
inferredcites →https://doi.org/10.1109/access.2024.3382836openalex-snapshot
Emo-SL Framework: Emoji Sentiment Lexicon Using Text-Based Features and Machine Learning for Sentiment Analysis
inferredcites →https://doi.org/10.1109/acling.2015.13openalex-snapshot
A Proposed Approach for Arabic Language Segmentation
inferredcites →https://doi.org/10.1109/acling.2015.18openalex-snapshot
A Hybrid Approach for Sentiment Classification of Egyptian Dialect Tweets
inferredcites →https://doi.org/10.1109/aeect.2013.6716437openalex-snapshot
Towards improving Khoja rule-based Arabic stemmer
inferredcites →https://doi.org/10.1109/aeect.2013.6716448openalex-snapshot
Arabic sentiment analysis: Lexicon-based and corpus-based
inferredcites →https://doi.org/10.1109/aiccsa.2013.6616418openalex-snapshot
MATAr: Morphology-based Tagger for Arabic
inferredcites →https://doi.org/10.1109/aiccsa.2017.22openalex-snapshot
ANT Corpus: An Arabic News Text Collection for Textual Classification
inferredcites →https://doi.org/10.1109/aiccsa50499.2020.9316526openalex-snapshot
AQAD: 17,000+ Arabic Questions for Machine Comprehension of Text
inferredcites →https://doi.org/10.1109/aidas60501.2023.10284594openalex-snapshot
Tagging Algorithm and POS Tags for Narrator's Name in Hadith Document
inferredcites →https://doi.org/10.1109/asar.2017.8067771openalex-snapshot
Arabic language sentiment analysis on health services
inferredcites →https://doi.org/10.1109/asar.2018.8480191openalex-snapshot
Improving Sentiment Analysis in Arabic Using Word Representation
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A Hybrid Rules and Statistical Method for Arabic to English Machine Translation
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Enhanced Algorithm for Extracting the Root of Arabic Words
inferredcites →https://doi.org/10.1109/cts.2012.6261103openalex-snapshot
Sentence-level Arabic sentiment analysis
inferredcites →https://doi.org/10.1109/edis63605.2024.10783418openalex-snapshot
WiHArD: Wikipedia Based Hierarchical Arabic Dataset for Text Classification
inferredcites →https://doi.org/10.1109/ficloud.2014.100openalex-snapshot
Arabic Sentiment Analysis Using Supervised Classification
inferredcites →https://doi.org/10.1109/iacs.2014.6841964openalex-snapshot
Sentiment Analysis in Arabic tweets
inferredcites →https://doi.org/10.1109/iacs.2015.7103221openalex-snapshot
Sentiment analysis for dialectical Arabic
inferredcites →https://doi.org/10.1109/iccspa.2013.6487311openalex-snapshot
SALMA: Standard Arabic Language Morphological Analysis
inferredcites →https://doi.org/10.1109/icdmw.2010.95openalex-snapshot
Sentence-Level and Document-Level Sentiment Mining for Arabic Texts
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Syntactic rule-based approach for extracting concepts from quranic translation text
inferredcites →https://doi.org/10.1109/icmit47780.2020.9046976openalex-snapshot
Arabic Text Segmentation using Contextual Exploration and Morphological Analysis
inferredcites →https://doi.org/10.1109/icspc.2007.4728429openalex-snapshot
Arabic Diacritics based Steganography
inferredcites →https://doi.org/10.1109/infrkm.2018.8464820openalex-snapshot
Building the Classical Arabic Named Entity Recognition Corpus (CANERCorpus)
inferredcites →https://doi.org/10.1109/isacs48493.2019.9068897openalex-snapshot
Sentiment Analysis of Arabic Algerian Dialect Using a Supervised Method
inferredcites →https://doi.org/10.1109/itcc.2005.90openalex-snapshot
Arabic stemming without a root dictionary
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A Hybrid Arabic Text Summarization Approach based on Transformers
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Morphological analysis for rule based machine translation
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Fassieh¯, a Semi-Automatic Visual Interactive Tool for Morphological, PoS-Tags, Phonetic, and Semantic Annotation of Arabic Text Corpora
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Arabic Short‐Text Dataset for Sentiment Analysis of Tourism and Leisure Events
inferredcites →https://doi.org/10.1111/modl.12642openalex-snapshot
Arabic Diacritics and Their Role in Facilitating Reading Speed, Accuracy, and Comprehension by English L2 Learners of Arabic
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Arabic Natural Language Processing
inferredcites →https://doi.org/10.1145/2950049openalex-snapshot
Answering Arabic Why-Questions
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On the Usage of a Classical Arabic Corpus as a Language Resource
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A Framework for Arabic Tweets Multi-label Classification Using Word Embedding and Neural Networks Algorithms
inferredcites →https://doi.org/10.1145/3470849openalex-snapshot
Neural Arabic Text Diacritization: State-of-the-Art Results and a Novel Approach for Arabic NLP Downstream Tasks
inferredcites →https://doi.org/10.1145/3486675openalex-snapshot
Light Diacritic Restoration to Disambiguate Homographs in Modern Arabic Texts
inferredcites →https://doi.org/10.1145/3605423.3605444openalex-snapshot
Method for Arabic text Summarization using statistical features and word2vector approach
inferredcites →https://doi.org/10.1155/2011/629305openalex-snapshot
An XML Approach of Coding a Morphological Database for Arabic Language
inferredcites →https://doi.org/10.1155/2022/1566890openalex-snapshot
Abstractive Arabic Text Summarization Based on Deep Learning
inferredcites →https://doi.org/10.1155/2022/8078607openalex-snapshot
The Orthographic Ambiguity of the Arabic Graphic System: Evidence from a Case of Central Agraphia Affecting the Two Routes of Spelling
inferredcites →https://doi.org/10.1163/157005876x00038openalex-snapshot
A Theory of the Parts of Speech in Arabic (Noun, Verb and Particle) : a Study in 'Ilm Al-Wad'
inferredcites →https://doi.org/10.1177/0165551514534143openalex-snapshot
A study of the effects of preprocessing strategies on sentiment analysis for Arabic text
inferredcites →https://doi.org/10.1177/0165551515610513openalex-snapshot
Arabic tweets sentiment analysis – a hybrid scheme
inferredcites →https://doi.org/10.1177/0165551516683908openalex-snapshot
Arabic senti-lexicon: Constructing publicly available language resources for Arabic sentiment analysis
inferredcites →https://doi.org/10.1177/0165551519849516openalex-snapshot
ASA: A framework for Arabic sentiment analysis
inferredcites →https://doi.org/10.1177/01655515231188341openalex-snapshot
A deep CNN architecture with novel pooling layer applied to two Sudanese Arabic sentiment data sets
inferredcites →https://doi.org/10.1186/2046-4053-4-1openalex-snapshot
Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement
inferredcites →https://doi.org/10.1186/s40537-020-00386-7openalex-snapshot
Arabic text summarization using deep learning approach
inferredcites →https://doi.org/10.13164/mendel.2023.1.055openalex-snapshot
Pre-training Two BERT-Like Models for Moroccan Dialect: MorRoBERTa and MorrBERT
inferredcites →https://doi.org/10.14257/ijgdc.2018.11.9.09openalex-snapshot
Arabic Text Classification Using Deep Learning Technics
inferredcites →https://doi.org/10.14569/ijacsa.2013.040317openalex-snapshot
Sentiment Analyzer for Arabic Comments System
inferredcites →https://doi.org/10.14569/ijacsa.2014.051005openalex-snapshot
Arabic Phrase-Level Contextual Polarity Recognition to Enhance Sentiment Arabic Lexical Semantic Database Generation
inferredcites →https://doi.org/10.1515/ijsl-2022-0011openalex-snapshot
From stigmatization to predilection: folk metalinguistic discourse on social media on the northwestern Moroccan Arabic variety
inferredcites →https://doi.org/10.17576/3l-2019-2501-10openalex-snapshot
The Interplay of Qur'ānic Synonymy and Polysemy with Special Reference to Al-asfār and Al-kutub (the Books) and their English Translations
inferredcites →https://doi.org/10.18653/v1/2020.emnlp-main.382openalex-snapshot
An Empirical Study of Pre-trained Transformers for Arabic Information Extraction
inferredcites →https://doi.org/10.18653/v1/2021.acl-long.551openalex-snapshot
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic
inferredcites →https://doi.org/10.18653/v1/2022.acl-long.47openalex-snapshot
AraT5: Text-to-Text Transformers for Arabic Language Generation
inferredcites →https://doi.org/10.18653/v1/2022.wanlp-1.24openalex-snapshot
Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models
inferredcites →https://doi.org/10.18653/v1/2023.arabicnlp-1.29openalex-snapshot
SALMA: Arabic Sense-Annotated Corpus and WSD Benchmarks
inferredcites →https://doi.org/10.18653/v1/2023.arabicnlp-1.54openalex-snapshot
ReDASPersuasion at ArAIEval Shared Task: Multilingual and Monolingual Models For Arabic Persuasion Detection
inferredcites →https://doi.org/10.18653/v1/2023.arabicnlp-1.8openalex-snapshot
LANS: Large-scale Arabic News Summarization Corpus
inferredcites →https://doi.org/10.18653/v1/2023.emnlp-main.1040openalex-snapshot
JASMINE: Arabic GPT Models for Few-Shot Learning
inferredcites →https://doi.org/10.18653/v1/2023.findings-acl.181openalex-snapshot
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing
inferredcites →https://doi.org/10.18653/v1/2024.acl-long.689openalex-snapshot
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks
inferredcites →https://doi.org/10.18653/v1/2024.arabicnlp-1.14openalex-snapshot
AlclaM: Arabic Dialect Language Model
inferredcites →https://doi.org/10.18653/v1/2024.arabicnlp-1.79openalex-snapshot
NADI 2024: The Fifth Nuanced Arabic Dialect Identification Shared Task
inferredcites →https://doi.org/10.18653/v1/2024.naacl-long.450openalex-snapshot
AceGPT, Localizing Large Language Models in Arabic
inferredcites →https://doi.org/10.18653/v1/2025.arabicnlp-main.21openalex-snapshot
BALSAM: A Platform for Benchmarking Arabic Large Language Models
inferredcites →https://doi.org/10.18653/v1/2025.findings-acl.1137openalex-snapshot
AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic
inferredcites →https://doi.org/10.18653/v1/2025.loresmt-1.1openalex-snapshot
Comparative Evaluation of Machine Translation Models Using Human-Translated Social Media Posts as References: Human-Translated Datasets
inferredcites →https://doi.org/10.18653/v1/2025.naacl-long.285openalex-snapshot
Arabic Dataset for LLM Safeguard Evaluation
inferredcites →https://doi.org/10.18653/v1/d15-1299openalex-snapshot
ASTD: Arabic Sentiment Tweets Dataset
inferredcites →https://doi.org/10.18653/v1/e17-2068openalex-snapshot
Bag of Tricks for Efficient Text Classification
inferredcites →https://doi.org/10.18653/v1/n16-3003openalex-snapshot
Farasa: A Fast and Furious Segmenter for Arabic
inferredcites →https://doi.org/10.18653/v1/s16-1002openalex-snapshot
SemEval-2016 Task 5: Aspect Based Sentiment Analysis
inferredcites →https://doi.org/10.18653/v1/s17-2088openalex-snapshot
SemEval-2017 Task 4: Sentiment Analysis in Twitter
inferredcites →https://doi.org/10.18653/v1/w15-3202openalex-snapshot
Deep Learning Models for Sentiment Analysis in Arabic
inferredcites →https://doi.org/10.18653/v1/w15-3207openalex-snapshot
POS-tagging of Tunisian Dialect Using Standard Arabic Resources and Tools
inferredcites →https://doi.org/10.18653/v1/w15-3208openalex-snapshot
A Conventional Orthography for Algerian Arabic
inferredcites →https://doi.org/10.18653/v1/w17-1307openalex-snapshot
Sentiment Analysis of Tunisian Dialects: Linguistic Ressources and Experiments
inferredcites →https://doi.org/10.18653/v1/w17-1316openalex-snapshot
Arabic POS Tagging: Don't Abandon Feature Engineering Just Yet
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inferredcites →https://doi.org/10.3390/su17093864openalex-snapshot
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inferredcites →https://doi.org/10.3844/jcssp.2010.350.356openalex-snapshot
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inferredcites →https://doi.org/10.5121/ijnlc.2020.9601openalex-snapshot
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Arabic Dialect NLP: A Unified Taxonomic, Methodological, and Trend‑Driven Survey
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.