Update README.md

README.md

@@ -32,11 +32,11 @@ The `knowgl-large` model is trained by combining Wikidata with an extended versi
 ```
 [(subject mentions # subject label # subject type) | relation label | (object mentions # object label # object type)]
 ```
-If there are more than one triples generated, they are separated by `$` in the output.
+If there is more than one triple generated, they are separated by `$` in the output.
 
-The model achieves state-of-the-art results for relation extraction on the test dataset of REBEL. See results in [Mihindukulasooriya et al (ISWC 2022)](https://arxiv.org/pdf/2207.05188.pdf).
+The model achieves state-of-the-art results for relation extraction on the REBEL dataset. See results in [Mihindukulasooriya et al (ISWC 2022)](https://arxiv.org/pdf/2207.05188.pdf).
 
-The generated labels (for subject, relation and object) and types (subject and object) can be directly mapped to Wikidata IDs associated with them.
+The generated labels (for the subject, relation, and object) and their types can be directly mapped to Wikidata IDs associated with them.
 
 #### Citation
 ```bibtex