Work

LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm Detection

Year: 2022

Type: conference-paper

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.

Source: International Workshop on Semantic Evaluation (SemEval)

DOI: 10.18653/v1/2022.semeval-1.138

Authors: Olha Kaminska, Chris Cornelis, Veronique Hoste

Institution: Ghent University

Language: English

Topic: Sentiment Analysis and Opinion Mining

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: Fonds Wetenschappelijk Onderzoek, Vlaamse regering

OpenAlex ID: W4287890943