Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/10814
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dc.contributor.authorEyuboglu, Ahmet Bahadir-
dc.contributor.authorAltun, Bahadir-
dc.contributor.authorArslan, Mustafa Bora-
dc.contributor.authorSonmezer, Ekrem-
dc.contributor.authorKutlu, Mucahid-
dc.date.accessioned2023-10-24T07:04:28Z-
dc.date.available2023-10-24T07:04:28Z-
dc.date.issued2023-
dc.identifier.isbn9783031424472-
dc.identifier.isbn9783031424489-
dc.identifier.issn0302-9743-
dc.identifier.issn1611-3349-
dc.identifier.urihttps://doi.org/10.1007/978-3-031-42448-9_14-
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 Task 1 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.en_US
dc.language.isoenen_US
dc.publisherSpringer international Publishing Agen_US
dc.relation.ispartof14th International Conference of the CLEF Association (CLEF) -- SEP 18-21, 2023 -- Thessaloniki, GREECEen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFact-Checkingen_US
dc.subjectCheck-Worthinessen_US
dc.subjectAttention-Worthy Tweetsen_US
dc.subjectHarmful Tweetsen_US
dc.subjectFactual Claimsen_US
dc.titleFight Against Misinformation on Social Media: Detecting Attention-Worthy and Harmful Tweets and Verifiable and Check-Worthy Claimsen_US
dc.typeConference Objecten_US
dc.relation.ispartofseriesLecture Notes in Computer Science-
dc.departmentTOBB University of Economics and Technologyen_US
dc.identifier.volume14163en_US
dc.identifier.startpage161en_US
dc.identifier.endpage173en_US
dc.identifier.wosWOS:001352267300012-
dc.identifier.scopus2-s2.0-85172383456-
dc.institutionauthor…-
dc.identifier.doi10.1007/978-3-031-42448-9_14-
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.identifier.scopusqualityQ3-
dc.identifier.wosqualityN/A-
dc.description.woscitationindexConference Proceedings Citation Index - Science-
item.fulltextNo Fulltext-
item.languageiso639-1en-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
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
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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