arpanghoshal
commited on
Commit
•
9877dfd
1
Parent(s):
3fed061
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
# What is GoEmotions
|
2 |
+
Dataset labelled 58000 Reddit comments with 28 emotions
|
3 |
+
|
4 |
+
- admiration, amusement, anger, annoyance, approval, caring, confusion, curiosity, desire, disappointment, disapproval, disgust, embarrassment, excitement, fear, gratitude, grief, joy, love, nervousness, optimism, pride, realization, relief, remorse, sadness, surprise + neutral
|
5 |
+
|
6 |
+
## Hyperparameters
|
7 |
+
|
8 |
+
| Parameter | |
|
9 |
+
| ----------------- | :---: |
|
10 |
+
| Learning rate | 5e-5 |
|
11 |
+
| Epochs | 10 |
|
12 |
+
| Max Seq Length | 50 |
|
13 |
+
| Batch size | 16 |
|
14 |
+
|
15 |
+
## Results
|
16 |
+
|
17 |
+
Best Result of `Macro F1`
|
18 |
+
|
19 |
+
| Macro F1 (%) | Test |
|
20 |
+
| ------------ | :---: |
|
21 |
+
| original | 49.30 |
|