Update README.md

README.md

@@ -125,7 +125,7 @@ Label (**Organizzazione**): "Data la frase: '{{text}}'\nL'entità {{target_entit
 Data la frase: '{{text}}'\nDomanda: Che tipologia di entità rappresenta '{{target_entity}}' nella precedente frase?\nA. Luogo\nB. Organizzazione\nC. Persona\nRisposta:
 ```
 
-## Some Results
+## Results
 
 The following results are given by the Cloze-style prompting over some english and italian-adapted LLMs.
 
@@ -141,12 +141,11 @@ The following results are given by the Cloze-style prompting over some english a
 
 ## Acknowledge
 
-We want to thanks the authors of this resource to publicly release such interesting benchmark.
+We would like to thank the authors of this resource for publicly releasing such an intriguing benchmark.
 
 Further, We want to thanks the students of [MNLP-2024 course](https://naviglinlp.blogspot.com/), where with their first homework tried different interesting prompting strategies, and different reframing strategies that able us to generate this resource.
 
-
-The data can be freely downloaded form this [link](https://github.com/dhfbk/KIND/tree/main/evalita-2023)
+The original dataset is freely available for download [link](https://github.com/dhfbk/KIND/tree/main/evalita-2023)
 
 ## License