SU-NLP at CheckThat! 2021: check-worthiness of Turkish tweets

Çarık, Buse and Yeniterzi, Reyyan (2021) SU-NLP at CheckThat! 2021: check-worthiness of Turkish tweets. In: 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021, Virtual, Bucharest

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The growth in social media usage increases the spread of misinformation on these platforms. In order to prevent this disinformation spread, automated fact checking systems that identify and verify claims are needed. The first step of such systems is the identification of whether a claim is worth-checking or not. This paper describes our participation to the check-worthiness task of CLEF 2021 CheckThat! 2021 Lab for Turkish tweets. We propose an ensemble of BERT models which ranked the second best in terms of MAP score.
Item Type: Papers in Conference Proceedings
Uncontrolled Keywords: BERT; Check-worthiness; Ensembles; Turkish; Twitter
Divisions: Faculty of Engineering and Natural Sciences
Depositing User: Reyyan Yeniterzi
Date Deposited: 29 Aug 2022 15:36
Last Modified: 29 Aug 2022 15:36

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