[Download] "Automatic Detection of Irony" by Jihen Karoui, Farah Benamara & Veronique Moriceau " Book PDF Kindle ePub Free

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eBook details

• Title: Automatic Detection of Irony
• Author : Jihen Karoui, Farah Benamara & Veronique Moriceau
• Release Date : January 28, 2019
• Genre: Electrical Engineering,Books,Professional & Technical,Engineering,
• Pages : * pages
• Size : 3427 KB

Description

In recent years, there has been a proliferation of opinion-heavy texts on the Web: opinions of Internet users, comments on social networks, etc. Automating the synthesis of opinions has become crucial to gaining an overview on a given topic. Current automatic systems perform well on classifying the subjective or objective character of a document. However, classifications obtained from polarity analysis remain inconclusive, due to the algorithms' inability to understand the subtleties of human language. Automatic Detection of Irony presents, in three stages, a supervised learning approach to predicting whether a tweet is ironic or not. The book begins by analyzing some everyday examples of irony and presenting a reference corpus. It then develops an automatic irony detection model for French tweets that exploits semantic traits and extralinguistic context. Finally, it presents a study of portability in a multilingual framework (Italian, English, Arabic).

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