readme

README.md

@@ -57,24 +57,20 @@ These chunks define the examples that we do data selection on, totaling 1.7B exa
 Before DSIR, we first apply a manual quality filter (see paper for details) and only consider the examples that pass the filter.
 
 
-### Annotations
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-There are no annotations.
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 ## Considerations for Using the Data
 
 The dataset is biased towards choosing data from non-Wikipedia and non-Books sources. A balanced approach would be to mix in more data from Wikipedia and books.
 
 ### Dataset Curators
 
-Sang Michael Xie
+Sang Michael Xie, Shibani Santurkar
 
 ### Citation Information
+Paper: <https://arxiv.org/abs/2302.03169>
 ```
 @article{xie2023data,
   author = {Sang Michael Xie and Shibani Santurkar and Tengyu Ma and Percy Liang},
-  journal = {TODO},
+  journal = {arXiv preprint arXiv:2302.03169},
   title = {Data Selection for Language Models via Importance Resampling},
   year = {2023},
 }