Upload ITER

README.md

@@ -17,7 +17,7 @@ model-index:
         metrics:
           - name: F1
             type: f1
-            value: 0.000
+            value: 92.060
 ---
 
 
@@ -27,7 +27,7 @@ This model checkpoint is part of the collection of models published alongside ou
 [accepted at EMNLP 2024](https://aclanthology.org/2024.findings-emnlp.655/).<br>
 To ease reproducibility and enable open research, our source code has been published on [GitHub](https://github.com/fleonce/iter).
 
-This model achieved an F1 score of `0.000` on dataset `conll03`
+This model achieved an F1 score of `92.060` on dataset `conll03`
 
 ### Using ITER in your code
 
@@ -39,9 +39,9 @@ pip install git+https://github.com/fleonce/iter
 
 To use our model, refer to the following code:
 ```python
-from iter import ITERForRelationExtraction
+from iter import ITER
 
-model = ITERForRelationExtraction.from_pretrained("fleonce/iter-conll03-deberta-large")
+model = ITER.from_pretrained("fleonce/iter-conll03-deberta-large")
 tokenizer = model.tokenizer
 
 encodings = tokenizer(