GossipCop
A publicly available dataset used in fake news detection research, primarily covering entertainment gossip news content. It is widely used to evaluate misinformation detection models.
Timeline (last 90 days)
The research team conducted validation on three public datasets: PolitiFact, GossipCop, and LUN.
The GCA method achieved significant improvements under multiple emotional conditions on PolitiFact and LUN, and maintained competitive performance on GossipCop.
The entertainment content in the GossipCop dataset inherently carries strong emotional coloring, which limits the marginal impact of emotional perturbation.
FakeNewsNet is a commonly used misinformation benchmark dataset in academia, containing annotated news from two fact-checking platforms, PolitiFact and GossipCop, covering politics and entertainment.
All Facts (4)
The research team conducted validation on three public datasets: PolitiFact, GossipCop, and LUN.
50%UnverifiedThe GCA method achieved significant improvements under multiple emotional conditions on PolitiFact and LUN, and maintained competitive performance on GossipCop.
50%UnverifiedThe entertainment content in the GossipCop dataset inherently carries strong emotional coloring, which limits the marginal impact of emotional perturbation.
50%UnverifiedFakeNewsNet is a commonly used misinformation benchmark dataset in academia, containing annotated news from two fact-checking platforms, PolitiFact and GossipCop, covering politics and entertainment.
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