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Automatic Humor Classification in Twitter Essay

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Master Thesis:

Automatic Humor Classification on Twitter

European Maters in Language and Communication Technologies



. Prof. Dietrich Klakow, University of Saarland Prof. Fang Li, Shanghai Jiaotong University

Automatic Humor Classification on Twitter

by Yishay Raz, B.Sc. in Computer Science

Presented to the Faculty of the Graduate School of The University of Saarland And Jiaotong University in Partial Fulfillment of the Requirements for the Degree of

Master of Science in Computer Linguistics/ Master of Science in Computer Application Technology The University of Saarland at Saarbrücken/ Jiaotong University at Shanghai December, 2012


To my beloved parents, Dalia and Yossi, who stood by me, and tried their best to allow the best conditions for the months of writing this thesis.

To Danor who made this two-year journey enjoyable.


Thanks and appreciation go to Prof. Dietrich Klakow who helped with good support both moral and professional. Thanks to the LCT admission committee that gave me this valuable opportunity and allowed me to go through this interesting international experience.


Eidesstattliche Erklärung
Hiermit erkläre ich, dass ich die vorliegende Arbeit selbstständig verfasst und keine anderen als die angegebenen Quellen und Hilfsmittel verwendet habe.

I hereby confirm that the thesis presented here is my own work, with all assistance acknowledged.

Israel, 25 December 2012


Yishay Raz



Automatic Humor Classification on Twitter
Much has been written about humor and even sarcasm automatic recognition on Twitter. Nevertheless, the task of classifying humorous tweets according to the type of humor has not been confronted so far, as far as we know. This research is aimed at applying classification algorithms and other NLP algorithms to the challenging task of automatically...

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