EmoCT Dataset
This is the repo for the EmoCT (Emotion-Covid19-Tweet) Dataset.
We provide two versions: single-tag and multi-tag. Each folder contains 800 samples for training and 200 for testing.
Emotion and its tag code used:
| Emotion | tag code |
|---|---|
| Anger | 0 |
| Anticipation | 1 |
| Disgust | 2 |
| Fear | 3 |
| Joy | 4 |
| Sadness | 5 |
| Surprise | 6 |
| Trust | 7 |
Format for each line
TweetID \t Label1 \t Label2 \t Label3
Our performance
| Method | Accuracy | F1 |
|---|---|---|
| BERT | 0.9549 | 0.9545 |
| BERT(ft) | 0.9562 | 0.9558 |