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  1. PAN12 Author Identification: Attribution

    • zenodo.org
    • data.niaid.nih.gov
    zip
    Updated Oct 31, 2023
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    Patrick Juola; Patrick Juola (2023). PAN12 Author Identification: Attribution [Dataset]. http://doi.org/10.5281/zenodo.3713273
    Explore at:
    zipAvailable download formats
    Dataset updated
    Oct 31, 2023
    Dataset provided by
    Zenodohttp://zenodo.org/
    Authors
    Patrick Juola; Patrick Juola
    Description

    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 Feedbooks.com, including both classic fiction that is now out-of-copyright as well as (fiction, represented by the Feedbooks.com 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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Share
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TwitterTwitter
Email
Click to copy link
Link copied
Close
Cite
Patrick Juola; Patrick Juola (2023). PAN12 Author Identification: Attribution [Dataset]. http://doi.org/10.5281/zenodo.3713273
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PAN12 Author Identification: Attribution

Explore at:
zipAvailable download formats
Dataset updated
Oct 31, 2023
Dataset provided by
Zenodohttp://zenodo.org/
Authors
Patrick Juola; Patrick Juola
Description

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 Feedbooks.com, including both classic fiction that is now out-of-copyright as well as (fiction, represented by the Feedbooks.com 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.