Update README.md

README.md

@@ -23,6 +23,7 @@ checks. For more details, refer to our publicly available article.
 > in the article for a more robust one, that also includes the commutative property of the meaning function. Namely, Meaning(Sent_a, Sent_b) = Meaning(Sent_b, Sent_a).
 
 - [HuggingFace Model Card](https://huggingface.co/davebulaval/MeaningBERT)
+- [HuggingFace Metric Card](https://huggingface.co/spaces/davebulaval/meaningbert)
 
 ## Sanity Check
 
@@ -68,8 +69,6 @@ model = AutoModelForSequenceClassification.from_pretrained("davebulaval/MeaningB
 
 or you can use MeaningBERT as a metric for evaluation (no retrain) using the following with HuggingFace
 
-## Code Examples
-
 ```python
 import torch
 
@@ -92,6 +91,19 @@ with torch.no_grad():
 
 print(scores.logits.tolist())
 ```
+or using our HuggingFace Metric module
+
+```python
+import evaluate
+
+documents = ["He wanted to make them pay.", "This sandwich looks delicious.", "He wants to eat."]
+simplifications = ["He wanted to make them pay.", "This sandwich looks delicious.",
+                   "Whatever, whenever, this is a sentence."]
+
+meaning_bert = evaluate.load("davebulaval/meaningbert")
+
+print(meaning_bert.compute(documents=documents, simplifications=simplifications))
+```
 
 
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