Update README.md

README.md

@@ -54,6 +54,10 @@ configs:
     path: data/12b-*
   - split: 160m
     path: data/160m-*
+language:
+- en
 ---
 
-This folder contains the model evaluations (or "stats") for each model size included in the study and already aggregated at the sequence level. Based on the "raw" version where we have stats at the token level (`pietrolesci/pythia-deduped-stats-raw`).
+This dataset has been created as an artefact of the paper [Causal Estimation of Memorisation Profiles (Lesci et al., 2024)](https://arxiv.org/abs/2406.04327). 
+More info about this dataset in the related collection [Memorisation-Profiles](https://huggingface.co/collections/pietrolesci/memorisation-profiles-6619604c4594c878cd9d451f). 
+This folder contains the model evaluations (or "stats") for each model size included in the study and already aggregated at the sequence level. Based on the "raw" version where we have stats at the token level (`pietrolesci/pythia-deduped-stats-raw`).