Update README.md

README.md

@@ -39,4 +39,47 @@ configs:
     path: data/validation-*
   - split: test
     path: data/test-*
+task_categories:
+- text-classification
+language:
+- en
+tags:
+- nlp
 ---
+Original dataset: [GoEmotions dataset](https://huggingface.co/datasets/google-research-datasets/go_emotions)
+
+Filtered using the following mapping based on the basic emotions found in Plutchik's Wheel of Emotions
+wheel_dict = {
+    "joy": [
+        "joy",
+        "amusement",
+        "excitement",
+        "gratitude",
+        "pride",
+        "relief",
+        "admiration",
+        "love",
+        "optimism",
+    ],
+    "trust": ["approval", "caring"],
+    "fear": ["fear", "nervousness"],
+    "surprise": ["surprise", "realization", "confusion", "curiosity"],
+    "sadness": ["sadness", "disappointment", "grief", "remorse", "embarrassment"],
+    "neutral": ["neutral"],
+    "anticipation": ["desire"],
+    "anger": ["anger", "annoyance", "disapproval"],
+    "disgust": ["disgust"],
+}
+
+Dataset contains 7 emotion labels as per Dr. Ekman theory. Labels are as follows:
+```yaml
+  '0': joy
+  '1': trust
+  '2': fear
+  '3': surprise
+  '4': sadness
+  '5': neutral
+  '6': anticipation
+  '7': anger
+  '8': disgust
+```