Update README.md

README.md

@@ -11,7 +11,7 @@ license: cc-by-4.0
 
 ## XWinograd
 
-Multilingual winograd schema challenge as used in Crosslingual Generalization through Multitask Finetuning.
+Multilingual winograd schema challenge as used in [Crosslingual Generalization through Multitask Finetuning](https://arxiv.org/abs/2211.01786).
 
 ### Languages & Samples
 
@@ -24,9 +24,9 @@ Multilingual winograd schema challenge as used in Crosslingual Generalization th
 
 ### Dataset creation
 
-Winograd schema challenges come from the XWinograd dataset introduced in Tikhonov et al. As it only contains 16 Chinese schemas, we add 488 Chinese schemas from `clue/cluewsc2020`.
+The Winograd schema challenges in this dataset combine winograd schemas from the XWinograd dataset introduced in Tikhonov et al and as it only contains 16 Chinese schemas, we add 488 Chinese schemas from `clue/cluewsc2020`.
 
-If you only want the original xWinograd Chinese schemas, do:
+If you only want the original xwinograd chinese schemas only, do:
 
 `load_dataset("Muennighoff/xwinograd", "zh")["test"][0][:16]`