The International Arab Journal of Information Technology (IAJIT)

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

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

#

#IR # stemming # prefix # infix # suffix # exception list s

# Natural Language Processing (NLP) # Arabic language # morphological analyzer # part-of-speech tagging # hybrid methods # multi-agent system

Constructing a Lexicon of Arabic-English Named

Faculty of Sciences of Monastir, University of Monastir, Tunisia

#NER # named entity translation # parallel Arabic-English lexicon # DBpedia # linked data entities # parallel corpus # SMT

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

Building a Syntactic-Semantic Interface for aSemi- Automatically Generated TAG for Arabic

providing information about the correct structural representations of the sentences and their meaning. To date, there is not a

#TAG # meta-grammar # syntax-semantic interface # semantic frame # semantic role # Arabic language

Sentiment Analysis with Term Weighting and Word Vectors

Metin Bilgin1 and Haldun Köktaş2

#Word2vec # Doc2vec # sentiment analysis # machine learning # natural language processing

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