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        <title>JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech</title>
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            <title>Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024)</title>
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        <name type="personal">
            <namePart type="given">Ali</namePart>
            <namePart type="family">Hürriyetoğlu</namePart>
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            <namePart type="given">Gökçe</namePart>
            <namePart type="family">Uludoğan</namePart>
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    <abstract>In this paper we describe the participation of the JRC team in the Sub-task A: “Hate Speech Detection” in the Shared task on Hate Speech and Stance Detection during Climate Activism at the CASE 2024 workshop. Our system is purely lexicon (keyword) based and does not use any statistical classifier. The system ranked 18 out of 22 participants with F1 of 0.83, only one point below a system, based on LLM. Our system also obtained one the highest achieved precision scores among all participating algo- rithms.</abstract>
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%0 Conference Proceedings
%T JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech
%A Tanev, Hristo
%Y Hürriyetoğlu, Ali
%Y Tanev, Hristo
%Y Thapa, Surendrabikram
%Y Uludoğan, Gökçe
%S Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024)
%D 2024
%8 March
%I Association for Computational Linguistics
%C St. Julians, Malta
%F tanev-2024-jrc
%X In this paper we describe the participation of the JRC team in the Sub-task A: “Hate Speech Detection” in the Shared task on Hate Speech and Stance Detection during Climate Activism at the CASE 2024 workshop. Our system is purely lexicon (keyword) based and does not use any statistical classifier. The system ranked 18 out of 22 participants with F1 of 0.83, only one point below a system, based on LLM. Our system also obtained one the highest achieved precision scores among all participating algo- rithms.
%U https://aclanthology.org/2024.case-1.11
%P 85-88

Markdown (Informal)

[JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech](https://aclanthology.org/2024.case-1.11) (Tanev, CASE-WS 2024)

• JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech (Tanev, CASE-WS 2024)

ACL

• Hristo Tanev. 2024. JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech. In Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024), pages 85–88, St. Julians, Malta. Association for Computational Linguistics.