Introduces the PolyTruth Disinfo Corpus of 60k statement pairs and benchmarks mBERT, XLM, XLM-RoBERTa, RemBERT, and mT5, finding RemBERT strongest especially on low-resource languages.
Overview of constraint 2021 shared tasks: Detecting english covid-19 fake news and hindi hostile posts
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PolyTruth: Multilingual Disinformation Detection using Transformer-Based Language Models
Introduces the PolyTruth Disinfo Corpus of 60k statement pairs and benchmarks mBERT, XLM, XLM-RoBERTa, RemBERT, and mT5, finding RemBERT strongest especially on low-resource languages.