@inproceedings{mikhalkova-etal-2018-punfields,
title = "{P}un{F}ields at {S}em{E}val-2018 Task 3: Detecting Irony by Tools of Humor Analysis",
author = "Mikhalkova, Elena and
Karyakin, Yuri and
Voronov, Alexander and
Grigoriev, Dmitry and
Leoznov, Artem",
editor = "Apidianaki, Marianna and
Mohammad, Saif M. and
May, Jonathan and
Shutova, Ekaterina and
Bethard, Steven and
Carpuat, Marine",
booktitle = "Proceedings of the 12th International Workshop on Semantic Evaluation",
month = jun,
year = "2018",
address = "New Orleans, Louisiana",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/S18-1088",
doi = "10.18653/v1/S18-1088",
pages = "541--545",
abstract = "The paper describes our search for a universal algorithm of detecting intentional lexical ambiguity in different forms of creative language. At SemEval-2018 Task 3, we used PunFields, the system of automatic analysis of English puns that we introduced at SemEval-2017, to detect irony in tweets. Preliminary tests showed that it can reach the score of F1=0.596. However, at the competition, its result was F1=0.549.",
}
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%0 Conference Proceedings
%T PunFields at SemEval-2018 Task 3: Detecting Irony by Tools of Humor Analysis
%A Mikhalkova, Elena
%A Karyakin, Yuri
%A Voronov, Alexander
%A Grigoriev, Dmitry
%A Leoznov, Artem
%Y Apidianaki, Marianna
%Y Mohammad, Saif M.
%Y May, Jonathan
%Y Shutova, Ekaterina
%Y Bethard, Steven
%Y Carpuat, Marine
%S Proceedings of the 12th International Workshop on Semantic Evaluation
%D 2018
%8 June
%I Association for Computational Linguistics
%C New Orleans, Louisiana
%F mikhalkova-etal-2018-punfields
%X The paper describes our search for a universal algorithm of detecting intentional lexical ambiguity in different forms of creative language. At SemEval-2018 Task 3, we used PunFields, the system of automatic analysis of English puns that we introduced at SemEval-2017, to detect irony in tweets. Preliminary tests showed that it can reach the score of F1=0.596. However, at the competition, its result was F1=0.549.
%R 10.18653/v1/S18-1088
%U https://aclanthology.org/S18-1088
%U https://doi.org/10.18653/v1/S18-1088
%P 541-545
Markdown (Informal)
[PunFields at SemEval-2018 Task 3: Detecting Irony by Tools of Humor Analysis](https://aclanthology.org/S18-1088) (Mikhalkova et al., SemEval 2018)
ACL