Table 5. Classification of datasets for fake news detection according to the language.
Dataset | # Of datasets | ||
---|---|---|---|
Language | Monolingual–English | Yelp dataset, CREDBANK, BuzzFace, FacebookHoax, LIAR, Fact checking, FEVER, EMERGENT, FakeNewsNet, Benjamin Political News, Burfoot Satire News, BuzzFeed News, MisInfoText, Ott et al.’s dataset, FNC-1, Fake_or_real_news, TSHP-17, Qprop, NELA-GT-2018, TW_info, CNN/Daily Mail summarization dataset, Tam et al.’s dataset | 22 |
Monolingual–Spanish | Spanish fake news | 1 | |
Monolingual–Chinese | Zheng et al.’s dataset | 1 | |
Multi-lingual | PHEME, FCV-2018, Verification Corpus | 3 |