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.