Update README.md

README.md

@@ -130,9 +130,9 @@ print(keyphrases)
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 ## 📚 Training Dataset
-KPTimes is a keyphrase extraction/generation dataset consisting of 279,923 news articles from NY Times and 10K from JPTimes and annotated by professional indexers or editors.
+[KPTimes](https://huggingface.co/datasets/midas/kptimes) is a keyphrase extraction/generation dataset consisting of 279,923 news articles from NY Times and 10K from JPTimes and annotated by professional indexers or editors.
 
-You can find more information here: https://huggingface.co/datasets/midas/kptimes
+You can find more information in the [paper](https://arxiv.org/abs/1911.12559).
 
 ## 👷‍♂️ Training procedure
 For more in detail information, you can take a look at the [training notebook]().