ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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The International Arab Journal of Information Technology
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ACLM: Developing a Compact Arabic Language Model
Mohamed Alkaoud,Muteb Alsaqoub,Ibrahim Aljodhi,Abdulrhman Alqadibi,Omar Altammami
#Arabic NLP
#deep learning
#efficient AI
#generative AI
#GPT
#large language models
#natural language generation
#NLP
#small language models
Hierarchical Method for Automated Text Documents Classification
Mohamed H. Mousa,Ayman E. Khedr,Amira M. Idrees
#Classification
#knowledge discovery
#text mining
#feature selection
#TF-IDF
#natural language processing
#hierarchical based
Speech-Based Techniques for Emotion Detection in Natural Arabic Audio Files
Ashraf Kaloub,Eltyeb Abed Elgabar
#Emotion detection
#natural language processing
#machine learning
#Arabic language
#acoustic features
Improvement of Translation Accuracy for the Word Sense Disambiguation System using Novel Classifier Approach
Ajith Abraham,Bineet Kumar Gupta,Satya Bhushan Verma,Archana Sachindeo Maurya,Mohammad Husain,Arshad Ali,Sami Alshmrany,Sanjay Gupta
#Bayes theorem
#machine learning
#machine translation
#naïve bayes classification
#supervised approach
#unsupervised approach
#and word sense disambiguation
CANBLWO: A Novel Hybrid Approach for Semantic Text Generation
Abhishek Kumar Pandey,Sanjiban Sekhar Roy
#Natural language processing
#natural language generation
#neural network
#convolutional attention network
#whale optimization algorithm
#BERT
#large language model
Analyzing Sentiments using Optimized Novel Ensemble Fuzzy and DL based Approach with Efficient Feature Selection and Extraction Models
Potu Bharath,Dasari Venkata Lakshmi
#Sentiment analysis
#deep convolutional fuzzy neural network
#multilayer stacked bidirectional LSTM neural network inception-ResNet-V2
#enhanced reptile search algorithm
#Al-Biruni earth radius optimization algorithm
Analysis of QA System Behavior against Context and Question Changes
Rachid Karra,Abdelali Lasfar
#Adversarial attacks
#BERT
#data quality
#question answering
#simplification
Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques
Mohammed Maree,Mujahed Eleyat,Enas Mesqali
#Machine learning
#bilingual sentiment analysis
#NLP
#sentiment datasets
Word Embedding as a Semantic Feature Extraction Technique in Arabic Natural Language Processing: An Overview
Ghizlane Bourahouat,Manar Abourezq,Najima Daoudi
#ANLP
#feature extraction
#word embedding
#BERT
#transformers
Analysis of QA System Behavior against Context and Question Changes
Rachid Karra,Abdelali Lasfar
#Adversarial attacks
#BERT
#data quality
#question answering
#simplification
Optimizing Machine Learning-based Sentiment Analysis Accuracy in Bilingual Sentences via Preprocessing Techniques
Mohammed Maree,Mujahed Eleyat,Enas Mesqali
#Machine learning
#bilingual sentiment analysis
#NLP
#sentiment datasets
Word Embedding as a Semantic Feature Extraction Technique in Arabic Natural Language Processing: An Overview
Ghizlane Bourahouat,Manar Abourezq,Najima Daoudi
#ANLP
#feature extraction
#word embedding
#BERT
#transformers
Simultaneously Identifying Opinion Targets and Opinion-bearing Words Based on Multi-Features in Chinese Micro-Blog Texts
Quanchao Liu,Heyan Huang,Chong Feng
#Opinion mining
#opinion target identification
#micro-blog
#feature-opinion pairs
#sentiment polarity
Induction of Co-existing Items Available in Distributed Version Control Systems for Software Development
Sibel Özyer
#Version control systems
#requirement analysis
#co-occurrence analysis
#natural language processing
A Topic-Specific Web Crawler using Deep Convolutional Networks
Saed ALqaraleh,Hatice Meltem Nergız Sırın
#CNN
#natural language processing
#text classification
#topic specific crawler
#focused crawler
#web crawling
Exploring the Performance of Farasa and CAMeL Taggers for Arabic Dialect Tweets
Aseel Alfaidi,Hajer Alwadei,Areej Alshutayri,Shahd Alahdal
#Dialect arabic tweets
#POS
#POS tagging
#MSA tagger
#farasa tagger
#CAMeL tagger
Exploring the Potential of Schemes in Building NLP
LaTICE Laboratory, Faculty of Sciences of Monastir, Tunisia
#
Yassine Benajiba2, Mona Diab2, and Paolo Rosso1 1Natural Language Engineering Laboratory, ELiRF, Uni versidad Politécnica Valencia, Spain
#Arabic natural language processing
# classification
# information extraction
# named entity recognition
A New Approach for Arabic Named Entity Recognition
Abstract: A Named Entity Recognition (NER) plays a noteworthy role in Natural Language Processing (NLP) research, since
#Arabic NE
# machine learning
# web document
# information retrieval
# information extraction
Development of a Hindi Named Entity Recognition System without Using Manually Annotated
Abstract: Machine learning based approach for Named Entity Recognition (NER) requires sufficient annotated corpus to
#Natural language processing
# machine learning
# named entity recognition
# resource scarcity
# language transfer
# semi-supervised learning
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