Datasets:
Modalities:
Text
Languages:
English
Size:
1K - 10K
Tags:
authorship obfuscation
authorship attribution
authorship classification
authorship style
style
author
License:
Update README.md
Browse files
README.md
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For the presidential domain, we curate and clean speeches from George W. Bush, Barack Obama, and Donald Trump. For novel domain, we choose a collection of early 1900s fiction writers with strong writing styles: Ernest Hemingway, F. Scott Fitzgerald, and Virginia Woolf. We select these presidents/authors due to their diverse styles but similar eras to minimize content discrepancies.
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Lastly, we alter two existing datasets to match the formality of our new domains: the Extended-Brennan Greenstad, a collection of ``scholarly'' short (500-word) paragraphs gathered from Amazon Mechanical Turk (AMT), and the Blog Authorship corpus
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All four domains can be found in the AuthorMix.json file, which contains a dictionary with a key for each domain.
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For the presidential domain, we curate and clean speeches from George W. Bush, Barack Obama, and Donald Trump. For novel domain, we choose a collection of early 1900s fiction writers with strong writing styles: Ernest Hemingway, F. Scott Fitzgerald, and Virginia Woolf. We select these presidents/authors due to their diverse styles but similar eras to minimize content discrepancies.
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Lastly, we alter two existing datasets to match the formality of our new domains: the Extended-Brennan Greenstad, a collection of ``scholarly'' short (500-word) paragraphs gathered from Amazon Mechanical Turk (AMT), and the Blog Authorship corpus, a collection of blogs (diary-style entries) that were posted to blog.com.
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All four domains can be found in the AuthorMix.json file, which contains a dictionary with a key for each domain.
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