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Characterizing Narrative Content in Web-scale LLM Pretraining Data

Johnson, Teagan et al.
arXiv (All) · Papers
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computation-and-language
The narrative composition of web-scale LLM pretraining corpora remains largely unexplored, even though narrative is a fundamental mode of human communication. We present the first fine-grained study of narrative features in Dolma, a 3-trillion-token open pretraining corpus. Drawing on narrative theo
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