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Titlebook: Arabic Language Processing: From Theory to Practice; 7th International Co Kamel Smaïli Conference proceedings 2019 Springer Nature Switzerl

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期刊全称Arabic Language Processing: From Theory to Practice
期刊简称7th International Co
影响因子2023Kamel Smaïli
视频video
学科分类Communications in Computer and Information Science
图书封面Titlebook: Arabic Language Processing: From Theory to Practice; 7th International Co Kamel Smaïli Conference proceedings 2019 Springer Nature Switzerl
影响因子.This book constitutes revised selected papers from the 7th International Conference on Arabic Language Processing, ICALP 2019, held in Nancy, France, in October 2019..The 21 full papers presented in this volume were carefully reviewed and selected from 38 submissions. They were organized in topical sections named: Arabic dialects and sentiment analysis; neural techniques for text and speech; modeling modern standard Arabic; resources: analysis, disambiguation and evaluation..
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Automatic Identification Methods on a Corpus of Twenty Five Fine-Grained Arabic Dialectsethod based on symmetric Kullback-Leibler, and we experimented classical classification methods such as Naive Bayes Classifiers and more sophisticated methods like Word2Vec and Long Short-Term Memory neural network. We tested our approaches on a large database of 25 Arabic dialects in addition to MSA.
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Sentiment Analysis of Code-Switched Tunisian Dialect: Exploring RNN-Based Techniqueslect, which is characterized both by a frequent occurring of code-switching and by a double script (Arabic and Latin) when written on the social media. Our study aims to explore and compare various classification models based on RNNs (Recurrent Neural Networks), precisely on LSTM (Long Short-Term Memory) neural networks.
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Experimental Infections by Spirilla,IS (Chist-Era project), we collected a corpus of 1503 Arabic and 1874 English videos. These videos need to be aligned in order to compare their contents, that is why we propose several methods to make them comparable. Then the best one is selected to align them and to constitute the data-set necessary for the fine-grained sentiment analysis.
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