SemEval-2022 task 4: patronizing and condescending language detection

Perez-Almendros, Carla ORCID: https://orcid.org/0000-0001-9360-4011, Espinosa-Anke, Luis ORCID: https://orcid.org/0000-0001-6830-9176 and Schockaert, Steven ORCID: https://orcid.org/0000-0002-9256-2881 2022. SemEval-2022 task 4: patronizing and condescending language detection. Presented at: 16th International Workshop on Semantic Evaluation (SemEval-2022), Seattle, United States, July 2022. Published in: Emerson, Guy, Schluter, Natalie, Stanovsky, Gabriel, Kumar, Ritesh, Palmer, Alexis, Schneider, Nathan, Singh, Siddharth and Ratan, Shyam eds. Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022). Association for Computational Linguistics, 298–307. 10.18653/v1/2022.semeval-1.38

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Abstract

This paper presents an overview of Task 4 at SemEval-2022, which was focused on detecting Patronizing and Condescending Language (PCL) towards vulnerable communities. Two sub-tasks were considered: a binary classification task, where participants needed to classify a given paragraph as containing PCL or not, and a multi-label classification task, where participants needed to identify which types of PCL are present (if any). The task attracted more than 300 participants, 77 teams and 229 valid submissions. We provide an overview of how the task was organized, discuss the techniques that were employed by the different participants, and summarize the main resulting insights about PCL detection and categorization.

Item Type:	Conference or Workshop Item (Paper)
Date Type:	Publication
Status:	Published
Schools:	Schools > Computer Science & Informatics
Publisher:	Association for Computational Linguistics
ISBN:	9781955917803
Related URLs:	Publisher
Last Modified:	12 Feb 2025 14:45
URI:	https://orca.cardiff.ac.uk/id/eprint/175717

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