ArXiv -> HF Papers

CONTRIBUTING.md

@@ -120,7 +120,7 @@ If you are a **dataset author**... you know what to do, it is your dataset after
 
 If you are a **user of a dataset**, the main source of information should be the dataset paper if it is available: we recommend pulling information from there into the relevant paragraphs of the template. We also eagerly welcome discussions on the [Considerations for Using the Data](https://github.com/huggingface/datasets/blob/main/templates/README_guide.md#considerations-for-using-the-data) based on existing scholarship or personal experience that would benefit the whole community.
 
-Finally, if you want more information on the how and why of dataset cards, we strongly recommend reading the foundational works [Datasheets for Datasets](https://arxiv.org/abs/1803.09010) and [Data Statements for NLP](https://www.aclweb.org/anthology/Q18-1041/).
+Finally, if you want more information on the how and why of dataset cards, we strongly recommend reading the foundational works [Datasheets for Datasets](https://huggingface.co/papers/1803.09010) and [Data Statements for NLP](https://www.aclweb.org/anthology/Q18-1041/).
 
 Thank you for your contribution!
 

README.md

@@ -136,7 +136,7 @@ If you're a dataset owner and wish to update any part of it (description, citati
 
 ## BibTeX
 
-If you want to cite our 🤗 Datasets library, you can use our [paper](https://arxiv.org/abs/2109.02846):
+If you want to cite our 🤗 Datasets library, you can use our [paper](https://huggingface.co/papers/2109.02846):
 
 ```bibtex
 @inproceedings{lhoest-etal-2021-datasets,

docs/source/dataset_card.mdx

@@ -1,7 +1,7 @@
 # Create a dataset card
 
 Each dataset should have a dataset card to promote responsible usage and inform users of any potential biases within the dataset.
-This idea was inspired by the Model Cards proposed by [Mitchell, 2018](https://arxiv.org/abs/1810.03993).
+This idea was inspired by the Model Cards proposed by [Mitchell, 2018](https://huggingface.co/papers/1810.03993).
 Dataset cards help users understand a dataset's contents, the context for using the dataset, how it was created, and any other considerations a user should be aware of.
 
 Creating a dataset card is easy and can be done in just a few steps:

templates/README_guide.md

@@ -163,7 +163,7 @@ Also describe in this section if the proposed dataset contains a low-resource or
 
 Provide descriptions of specific biases that are likely to be reflected in the data, and state whether any steps were taken to reduce their impact.
 
-For Wikipedia text, see for example [Dinan et al 2020 on biases in Wikipedia (esp. Table 1)](https://arxiv.org/abs/2005.00614), or [Blodgett et al 2020](https://www.aclweb.org/anthology/2020.acl-main.485/) for a more general discussion of the topic.
+For Wikipedia text, see for example [Dinan et al 2020 on biases in Wikipedia (esp. Table 1)](https://huggingface.co/papers/2005.00614), or [Blodgett et al 2020](https://www.aclweb.org/anthology/2020.acl-main.485/) for a more general discussion of the topic.
 
 If analyses have been run quantifying these biases, please add brief summaries and links to the studies here.