LiveFact is a new time-aware benchmark that evaluates LLMs on reasoning with dynamic and incomplete information for fake news detection, identifying a significant reasoning gap in model behavior.
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LiveFact: A Dynamic, Time-Aware Benchmark for LLM-Driven Fake News Detection
LiveFact is a new time-aware benchmark that evaluates LLMs on reasoning with dynamic and incomplete information for fake news detection, identifying a significant reasoning gap in model behavior.