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Overview of the CLEF–2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News

المؤلفNakov, Preslav
المؤلفDa San Martino, Giovanni
المؤلفElsayed, Tamer
المؤلفBarrón-Cedeño, Alberto
المؤلفMíguez, Rubén
المؤلفShaar, Shaden
المؤلفAlam, Firoj
المؤلفHaouari, Fatima
المؤلفHasanain, Maram
المؤلفMansour, Watheq
المؤلفHamdan, Bayan
المؤلفAli, Zien Sheikh
المؤلفBabulkov, Nikolay
المؤلفNikolov, Alex
المؤلفShahi, Gautam Kishore
المؤلفStruß, Julia Maria
المؤلفMandl, Thomas
المؤلفKutlu, Mucahid
المؤلفKartal, Yavuz Selim
تاريخ الإتاحة2024-02-20T11:38:01Z
تاريخ النشر2021-09-14
اسم المنشورLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
المعرّفhttp://dx.doi.org/10.1007/978-3-030-85251-1_19
الاقتباسNakov, P., Da San Martino, G., Elsayed, T., Barrón-Cedeño, A., Míguez, R., Shaar, S., ... & Kartal, Y. S. (2021). Overview of the CLEF–2021 CheckThat! lab on detecting check-worthy claims, previously fact-checked claims, and fake news. In Experimental IR Meets Multilinguality, Multimodality, and Interaction: 12th International Conference of the CLEF Association, CLEF 2021, Virtual Event, September 21–24, 2021, Proceedings 12 (pp. 264-291). Springer International Publishing.
الترقيم الدولي الموحد للكتاب 978-3-030-85250-4
الرقم المعياري الدولي للكتاب0302-9743
معرّف المصادر الموحدhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85115877178&origin=inward
معرّف المصادر الموحدhttp://hdl.handle.net/10576/51994
الملخصWe describe the fourth edition of the CheckThat! Lab, part of the 2021 Conference and Labs of the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to factuality, and covers Arabic, Bulgarian, English, Spanish, and Turkish. Task 1 asks to predict which posts in a Twitter stream are worth fact-checking, focusing on COVID-19 and politics (in all five languages). Task 2 asks to determine whether a claim in a tweet can be verified using a set of previously fact-checked claims (in Arabic and English). Task 3 asks to predict the veracity of a news article and its topical domain (in English). The evaluation is based on mean average precision or precision at rank k for the ranking tasks, and macro-F1 for the classification tasks. This was the most popular CLEF-2021 lab in terms of team registrations: 132 teams. Nearly one-third of them participated: 15, 5, and 25 teams submitted official runs for tasks 1, 2, and 3, respectively.
راعي المشروعThis work is made possible by: - NPRP grant #NPRP-11S-1204-170060 from the Qatar National Research Fund (a member of Qatar Foundation). - GSRA grant #GSRA6-1-0611-19074 from the Qatar National Research Fund.
اللغةen
الناشرSpringer Science and Business Media Deutschland GmbH
الموضوعCheck-worthiness estimation
COVID-19
Disinformation
Fact-checking
Fake news detection
Misinformation
Verified claim retrieval
العنوانOverview of the CLEF–2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News
النوعConference Paper
الصفحات264-291
رقم المجلد12880 LNCS
الترقيم الدولي الموحد للكتاب (إلكتروني) 978-3-030-85251-1


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