git clone https://github.com/BunsenFeng/CSE517VoynaSlov.git
cd CSE517VoynaSlov
conda env create -f environment.yml -n VoynaSlov
Please refer to the original repository of this work: https://github.com/chan0park/VoynaSlov
Please refer to the readme in each of the three folders.
The trained MFC classifier (AutoModelForSequenceClassification) is available at: https://huggingface.co/bunsenfeng/mfc
Performance of the MFC Classifier is as follows:
| Setting | Data | F1 (orig.) | F1 (ours) | diff. |
|---|---|---|---|---|
| in-domain | MFC | 67.5 | 65.3 | -2.2 |
| zero-shot | immigration | 52.7 | 52.7 | 0.0 |
| zero-shot | same-sex | 50.4 | 49.5 | -0.9 |
| zero-shot | tobacco | 51.0 | 50.3 | -0.7 |
| zero-shot | VoynaSlov | 33.5 | 33.9 | +0.4 |