VeriTaS is the first dynamic benchmark for multimodal automated fact-checking that updates quarterly with real-world claims and a standardized scoring scheme to resist data leakage.
arXiv preprint arXiv:2408.14317 , year=
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Personalized LLM-generated plain language summaries improve lay readers' comprehension and quality ratings but increase risks of reinforcing biases and introducing hallucinations compared to static expert summaries.
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VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking
VeriTaS is the first dynamic benchmark for multimodal automated fact-checking that updates quarterly with real-world claims and a standardized scoring scheme to resist data leakage.
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ReLay: Personalized LLM-Generated Plain-Language Summaries for Better Understanding, but at What Cost?
Personalized LLM-generated plain language summaries improve lay readers' comprehension and quality ratings but increase risks of reinforcing biases and introducing hallucinations compared to static expert summaries.