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  1. PAN12 Author Identification: Attribution

    Updated Oct 31, 2023
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Patrick Juola; Patrick Juola (2023). PAN12 Author Identification: Attribution [Dataset].
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PAN12 Author Identification: Attribution

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Dataset updated
Oct 31, 2023
Dataset provided by
Patrick Juola; Patrick Juola

We provide you with a training corpus that comprises several different common attribution and clustering scenarios.

In last year’s competition, the corpus consisted of several thousand relatively small documents, with distractor sets consisting of hundreds of authors. This was considered to create impracticalities for many participants, especially those that relied upon machine-aided instead of fully automatic analysis. We have instead focused on a smaller group of larger documents, perhaps more typical of the type of cases usually analyzed by “traditional” close reading.

Last year’s corpus was taken from the Enron email corpus; this years instead was collected from the free fiction collection published by, including both classic fiction that is now out-of-copyright as well as (fiction, represented by the site). This of course introduces the standard issue of analysis-by-Google, but that’s a very difficult problem to avoid short of generating content to order.

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