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).
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).
Volume Two 19742003 The mind-blowing life story of Katie continues . . . Still riveting, compelling, haunting, disturbing, and thrilling Sometimes funny . . . yet extremely tragic . . . The myriad of events concerning the life of Katie Farah, which stirred your heart in volume one, will unquestionably touch your soul in this final volume. This amazing story of an ordinary Lebanese family, spanning eight decades, is, once again, nothing short of extraordinary as each unique chapter enfolds, leaving you totally awestruck as Katie continues to face the impediments in her life with shattering circumstances. Why is it that a mother and a wife, who has survived so much painful ordeal, has to face, so much devastation . . . enough to crack ones inner being, which will torment her beyond the realms of her faith? How is it possible that such a woman could have enough faith and strength to sustain a horrible jolt after heartbreak strikes not only once . . . but, viciously, twice? _____________________________________________________________________________________ This story will shatter your senses like an untimely bolt of lightning. ______________________________________________________________ It is, once again, assured that you will not put down reading the final volume to this marvellous family saga until the very last page, and even then the sentiments will continue to linger after the book is closed . . . Simply unforgettable, it will haunt you forever . . .
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