عرض بسيط للتسجيلة

المؤلفMansour, Watheq
المؤلفElsayed, Tamer
المؤلفAl-Ali, Abdulaziz
تاريخ الإتاحة2023-11-23T11:30:54Z
تاريخ النشر2022-01-01
اسم المنشورEuropean Conference on Information Retrieval
المعرّفhttp://dx.doi.org/10.1007/978-3-030-99736-6_25
الاقتباسMansour, W., Elsayed, T., & Al-Ali, A. (2022, April). Did i see it before? detecting previously-checked claims over twitter. In European conference on information retrieval (pp. 367-381). Cham: Springer International Publishing.‏
الترقيم الدولي الموحد للكتاب 9783030997359
الرقم المعياري الدولي للكتاب03029743
معرّف المصادر الموحدhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85128789265&origin=inward
معرّف المصادر الموحدhttp://hdl.handle.net/10576/49637
الملخصWith the proliferation of fake news in the last few years, especially during the COVID-19 period, combating the spread of misinformation has become an urgent need. Although automated fact-checking systems were proposed recently, they leave much to be desired in terms of accuracy and explainability. Therefore, involving humans during verification could make the process much easier and more reliable. In this work, we propose an automated approach to detect claims that have been already manually-verified by professional fact-checkers. Our proposed approach uses recent powerful BERT variants as point-wise rerankers. Additionally, we study the impact of using different fields of the verified claim during training and inference phases. Experimental results show that our proposed pipeline outperforms the state-of-the-art approaches on two English and one Arabic datasets.
راعي المشروعThis work was made possible by NPRP grant# NPRP11S-1204-170060 from the Qatar National Research Fund (a member of Qatar Foundation). The statements made herein are solely the responsibility of the authors.
اللغةen
الناشرspringer link
الموضوعClaim Retrieval
Fact Checking
Reranking
Verification
العنوانDid I See It Before? Detecting Previously-Checked Claims over Twitter
النوعConference Paper
رقم المجلد13185 LNCS
dc.accessType Abstract Only


الملفات في هذه التسجيلة

الملفاتالحجمالصيغةالعرض

لا توجد ملفات لها صلة بهذه التسجيلة.

هذه التسجيلة تظهر في المجموعات التالية

عرض بسيط للتسجيلة