Recent Advances in NLP: The Case of Arabic Language

AvMohamed Abd Elaziz,Mohammed A. A. Al-qaness

Häftad, Engelska, 2020

Del i serien Studies in Computational Intelligence

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Beskrivning

In light of the rapid rise of new trends and applications in various natural language processing tasks, this book presents high-quality research in the field. Each chapter addresses a common challenge in a theoretical or applied aspect of intelligent natural language processing related to Arabic language.

Produktinformation

Utgivningsdatum:2020-12-10
Mått:155 x 235 x 13 mm
Vikt:347 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:209
Förlag:Springer Nature Switzerland AG
ISBN:9783030346164

Utforska kategorier

Innehållsförteckning

Text summarization: A brief review.- Single Arabic Document Summarization Using Natural Language Processing Technique.- Proposed Natural Language Processing Preprocessing Procedures for Enhancing Arabic Text Summarization.- Effects of Stemming on Feature Extraction and Selection for Arabic Documents Classification.- Improving Arabic Lemmatization through a lemmas database and a machine-learning technique.- The role of transliteration in the process of Arabizi translation/sentiment analysis.- Sentiment analysis in healthcare: A brief review.- Aspect-Based Sentiment Analysis for Arabic Government Reviews.- Prediction of the Engagement Rate on Algerian Dialect Facebook Pages.- Predicting Quranic Audio Clips Reciters Using Classical Machine Learning Algorithms: A Comparative Study.