Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/8939
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dc.contributor.authorEyuboglu A.B.-
dc.contributor.authorArslan M.B.-
dc.contributor.authorSonmezer E.-
dc.contributor.authorKutlu M.-
dc.date.accessioned2022-11-30T19:23:58Z-
dc.date.available2022-11-30T19:23:58Z-
dc.date.issued2022-
dc.identifier.issn1613-0073-
dc.identifier.urihttps://hdl.handle.net/20.500.11851/8939-
dc.description2022 Conference and Labs of the Evaluation Forum, CLEF 2022 -- 5 September 2022 through 8 September 2022 -- -- 181762en_US
dc.description.abstractIn this paper, we present our participation in CLEF 2022 CheckThat! Lab’s Task 1 on detecting check-worthy and verifiable claims and attention-worthy and harmful tweets. We participated in all subtasks of Task1 for Arabic, Bulgarian, Dutch, English, and Turkish datasets. We investigate the impact of fine-tuning various transformer models and how to increase training data size using machine translation. We also use feed-forward networks with the Manifold Mixup regularization for the respective tasks. We are ranked first in detecting factual claims in Arabic and harmful tweets in Dutch. In addition, we are ranked second in detecting check-worthy claims in Arabic and Bulgarian. © 2022 Copyright for this paper by its authors.en_US
dc.language.isoenen_US
dc.publisherCEUR-WSen_US
dc.relation.ispartofCEUR Workshop Proceedingsen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAttention-worthy tweetsen_US
dc.subjectCheck-worthinessen_US
dc.subjectFact-Checkingen_US
dc.subjectFactual Claimsen_US
dc.subjectHarmful tweetsen_US
dc.subjectAttention-worthy tweeten_US
dc.subjectCheck-worthinessen_US
dc.subjectFact-checkingen_US
dc.subjectFactual claimen_US
dc.subjectFine tuningen_US
dc.subjectHarmful tweeten_US
dc.subjectSubtasken_US
dc.subjectTraining dataen_US
dc.subjectTransformer modelingen_US
dc.subjectTurkishsen_US
dc.titleTOBB ETU at CheckThat! 2022: Detecting Attention-Worthy and Harmful Tweets and Check-Worthy Claimsen_US
dc.typeConference Objecten_US
dc.identifier.volume3180en_US
dc.identifier.startpage478en_US
dc.identifier.endpage491en_US
dc.identifier.scopus2-s2.0-85136935785en_US
dc.authorscopusid57866065800-
dc.authorscopusid57226399387-
dc.authorscopusid57867078600-
dc.authorscopusid35299304300-
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.identifier.scopusquality--
dc.ozel2022v3_Editen_US
item.fulltextNo Fulltext-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.languageiso639-1en-
item.cerifentitytypePublications-
item.openairetypeConference Object-
item.grantfulltextnone-
crisitem.author.dept02.3. Department of Computer Engineering-
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
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