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.
mt5: A massively multilingual pre-trained text-to-text transformer
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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.