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TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages (CROSBI ID 658103)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Kukovačec, Marin ; Malenica, Juraj ; Mršić, Ivan ; Šajatović, Antonio ; Alagić, Domagoj ; Šnajder, Jan TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages // Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017). 2017. str. 396-400

Podaci o odgovornosti

Kukovačec, Marin ; Malenica, Juraj ; Mršić, Ivan ; Šajatović, Antonio ; Alagić, Domagoj ; Šnajder, Jan

engleski

TakeLab at SemEval-2017 Task 6: #RankingHumorIn4Pages

This paper describes our system for humor ranking in tweets within the SemEval 2017 Task 6: #HashtagWars (6A and 6B). For both subtasks, we use an off-the-shelf gradient boosting model built on a rich set of features, handcrafted to provide the model with the external knowledge needed to better predict the humor in the text. The features capture various cultural references and specific humor patterns. Our system ranked 2nd (officially 7th) among 10 submissions on the Subtask A and 2nd among 9 submissions on the Subtask B.

Lexical semantics ; Humor ranking ; Computational humor ; Natural language processing

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Podaci o prilogu

396-400.

2017.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017)

978-1-945626-55-5

Podaci o skupu

The 11th International Workshop on Semantic Evaluations (SemEval-2017)

predavanje

03.08.2017-04.08.2017

Vancouver, Kanada

Povezanost rada

Računarstvo, Informacijske i komunikacijske znanosti