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Some Experiments in Humour Recognition Using the Italian Wikiquote Collection
Abstract In this paper we present some results obtaIn this paper we present some results obtained in humour classification over a corpus of Italian quotations manually extracted and tagged from the Wikiquote project. The experiments were carried out using both a multinomial Naïve Bayes classifier and a Support Vector Machine (SVM). The considered features range from single words to n-grams and sentence length. The obtained results show that it is possible to identify the funny quotes even with the simplest features (bag of words); the bayesian classifier performed better than the SVM. However, the size of the corpus size is too small to support definitive assertions.oo small to support definitive assertions.
Abstractsub In this paper we present some results obtaIn this paper we present some results obtained in humour classification over a corpus of Italian quotations manually extracted and tagged from the Wikiquote project. The experiments were carried out using both a multinomial Naïve Bayes classifier and a Support Vector Machine (SVM). The considered features range from single words to n-grams and sentence length. The obtained results show that it is possible to identify the funny quotes even with the simplest features (bag of words); the bayesian classifier performed better than the SVM. However, the size of the corpus size is too small to support definitive assertions.oo small to support definitive assertions.
Bibtextype article  +
Doi 10.1007/978-3-540-73400-0_58  +
Has author Davide Buscaldi + , Paolo Rosso +
Has extra keyword Wikiquote +
Has paywall mirror http://www.springerlink.com/content/a1455086g3616k65/  +
Has remote mirror http://users.dsic.upv.es/~prosso/resources/BuscaldiRosso_CLIP07.pdf  +
Has webcitation mirror 67qA0X4Vk  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 464-468  +
Published in Lecture Notes in Computer Science +
Title Some Experiments in Humour Recognition Using the Italian Wikiquote Collection +
Type journal article  +
Volume 4578  +
Year 2007 +
Creation dateThis property is a special property in this wiki. 22 May 2012 02:43:05  +
Categories Publications without keywords parameter  + , Publications without license parameter  + , Journal articles  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 22 May 2012 02:47:40  +
DateThis property is a special property in this wiki. 2007  +
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