Update README.md

README.md

@@ -9,10 +9,11 @@ license: apache-2.0
 
 ## Model description
 
-Entailer is a text-to-text model trained to create entailment-style explanations for a hypothesis (following the format of [EntailmentBank]()), as well as verifying both the reasoning and the factuality of the premises.
+Entailer is a text-to-text model trained to create entailment-style explanations for a hypothesis 
+(following the format of [EntailmentBank](https://allenai.org/data/entailmentbank)), as well as verifying both the reasoning and the factuality of the premises.
 
-Macaw was built on top of [T5](https://github.com/google-research/text-to-text-transfer-transformer) and comes in 
+Entailer was built on top of [T5](https://github.com/google-research/text-to-text-transfer-transformer) and comes in 
 two sizes: [entailer-11b](https://huggingface.co/allenai/entailer-11b) and
-and [entailer-large](https://huggingface.co/allenai/entailer-large).
+[entailer-large](https://huggingface.co/allenai/entailer-large).
 
 See https://github.com/allenai/entailment_bank for more details.