The impact of semantic and morphosyntactic ambiguity on automatic humour recognition
作者： Antonio Reyes , Davide Buscaldi , Paolo Rosso
DOI: 10.1007/978-3-642-12550-8_11
关键词: Ambiguity 、 Perplexity 、 Natural language processing 、 Phonological similarity 、 Computer science 、 Perspective (graphical) 、 Artificial intelligence 、 Linguistics 、 Syntactic structure 、 Task (project management)
摘要: Humour is one of the most amazing characteristics that defines us as human beings and social entities. Its study supposes a deep insight into several areas such linguistics, psychology or philosophy. From Natural Language Processing (NLP) perspective, recent researches have shown humour can be automatically generated recognized with some success. In this work we present carried out on collection English texts in order to investigate whether not semantic morphosyntactic ambiguities may employed features automatic recognition task. The results obtained show it possible discriminate humorous from non sentences through like perplexity sense dispersion.
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sci-hub.st 参考文章(24)
Jonas Sjöbergh, Kenji Araki, Recognizing Humor Without Recognizing Meaning Applications of Fuzzy Sets Theory. pp. 469- 476 ,(2007) , 10.1007/978-3-540-73400-0_59
Salvatore Attardo, Humorous Texts: A Semantic and Pragmatic Analysis ,(2001)
Kim Binsted, Machine humour : an implemented model of puns Ph.D. thesis, University of Edinburgh. ,(1996)
Ronald W. Langacker, Concept, image, and symbol ,(1990)
H. Schmid, Improvements in Part-of-Speech Tagging with an Application to German Springer Netherlands. pp. 13- 25 ,(1999) , 10.1007/978-94-017-2390-9_2
Davide Buscaldi, Paolo Rosso, Some Experiments in Humour Recognition Using the Italian Wikiquote Collection Applications of Fuzzy Sets Theory. pp. 464- 468 ,(2007) , 10.1007/978-3-540-73400-0_58
Daniel Jurafsky, James H Martin, Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition Prentice Hall. ,(2000)
Victor Raskin, Semantic mechanisms of humor ,(1984)
Andreas Stolcke, SRILM – An Extensible Language Modeling Toolkit conference of the international speech communication association. ,(2002)
Alexander F. Gelbukh, Computational Linguistics and Intelligent Text Processing ,(2001)