Introduces FSoLS, a four-class labeled corpus of 2,603 full-text life-science articles, and benchmarks language models that classify disinformative texts with up to 98% F1.
A comprehensive sur- vey on machine learning approaches for fake news detection
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Four Shades of Life Sciences: A Dataset for Disinformation Detection in the Life Sciences
Introduces FSoLS, a four-class labeled corpus of 2,603 full-text life-science articles, and benchmarks language models that classify disinformative texts with up to 98% F1.