jrfish commited on
Commit
cc31c47
1 Parent(s): 6f336e3

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +16 -3
README.md CHANGED
@@ -1,3 +1,16 @@
1
- ---
2
- license: apache-2.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ AUTHORMIX, was originally created for authorship obfuscation task and had data from four distinct domains: presidential speeches, early-1900s fiction novels, scholarly articles, and diary-style blogs. Altogether, AUTHORMIX contains over 30k high-quality paragraphs from 14 authors.
2
+
3
+ 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.
4
+
5
+ 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 \cite{blog_dataset}, a collection of blogs (diary-style entries) that were posted to blog.com.
6
+
7
+ All four domains can be found in the AuthorMix.json file, which contains a dictionary with a key for each domain.
8
+
9
+ This work was created in the paper: StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements, which should be cited if used in future work.
10
+
11
+ Citation:
12
+
13
+
14
+ ---
15
+ license: apache-2.0
16
+ ---