Requirement:
- Python 3.8+
- Parlai 1.0.0
- Torch
para.pkl Click here to download
Train Emphi by runing the command below:
python train_emphi.py
Eval Emphi by runing the command below:
python eval.py
Hopefully, you will reproduced the following results:
| Methods | BLEU F1 | Distinct-1 | Distinct-2 |
|---|---|---|---|
| Multitask-Trans | 0.3526 | 0.4123 | 1.1390 |
| MoEL | 0.3298 | 0.8473 | 4.4698 |
| MIME | 0.3240 | 0.3952 | 1.3299 |
| EmpHi | 0.3820 | 1.1188 | 5.3332 |