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LT3 at SemEval-2022 task 6 : fuzzy-rough nearest neighbor classification for sarcasm detection

Publication type
C1
Publication status
Published
Authors
Kaminska, OK, Cornelis, C., & Hoste, V.
Series
Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)
Conference
16th International Workshop on Semantic Evaluation (SemEval-2022) (Seattle, United States)
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Abstract

This paper describes the approach developed by the LT3 team in the Intended Sarcasm Detection task at SemEval-2022 Task 6. We considered the binary classification subtask A for English data. The presented system is based on the fuzzy-rough nearest neighbor classification method using various text embedding techniques. Our solution reached 9th place in
the official leader-board for English subtask A.