Update README.md

README.md

@@ -40,8 +40,10 @@ and the newly curated subset of examples including human rationales, dubbed `rat
   "label": 3,
   "foil": 2,
   "words": ['She', 'is', 'currently', 'practising', 'at', 'Dr', 'Ravindra', 'Ratolikar', 'Dental', 'Clinic', 'in', 'Narayanguda', ',', 'Hyderabad', '.']
-  "rationale": [0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
-  "contrastive_rationale": [0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
+  "rationales": [0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+  "contrastive_rationales": [0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
+  "annotations": [[0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], ...]
+  "contrastive_annotations": [[0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], ...]
 }
 
 ```
@@ -64,15 +66,21 @@ dataset = load_dataset("coastalcph/medical-bios", "rationales")
 
 # Citation 
 
-[*Oliver Eberle\*, Ilias Chalkidis\*, Laura Cabello, Stephanie Brandl. Rather a Nurse than a Physician - Contrastive Explanations under Investigation. 2023. In the Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapore.*](xxx)
+[*Oliver Eberle\*, Ilias Chalkidis\*, Laura Cabello, Stephanie Brandl. Rather a Nurse than a Physician - Contrastive Explanations under Investigation. 2023. In the Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapore.*](https://aclanthology.org/2023.emnlp-main.427)
 
 ```
-@inproceedings{eberle-etal-2023-contrast-bios,
-      author={Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl},
-      title={Rather a Nurse than a Physician - Contrastive Explanations under Investigation},
-      booktitle={Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing},
-      year={2023},
-      address={Singapore, Singapore}
+@inproceedings{eberle-etal-2023-rather,
+    title = "Rather a Nurse than a Physician - Contrastive Explanations under Investigation",
+    author = "Eberle, Oliver  and
+      Chalkidis, Ilias  and
+      Cabello, Laura  and
+      Brandl, Stephanie",
+    booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
+    year = "2023",
+    address = "Singapore",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2023.emnlp-main.427",
 }
+
 ```