EmpHi

EmpHi: Generating Empathetic Responses with Human-like Intents

Requirement:

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

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
agents		agents
intent_prediction		intent_prediction
tasks		tasks
Appendix.pdf		Appendix.pdf
README.md		README.md
compute_distinct.py		compute_distinct.py
compute_intent_dist.py		compute_intent_dist.py
display.py		display.py
eval.py		eval.py
eval_1.py		eval_1.py
eval_2.py		eval_2.py
eval_transformer.py		eval_transformer.py
evaluate.py		evaluate.py
interact.py		interact.py
train_emphi.py		train_emphi.py
train_intent_cvae_1.py		train_intent_cvae_1.py
train_intent_cvae_2.py		train_intent_cvae_2.py
train_intent_cvae_3.py		train_intent_cvae_3.py
train_intent_cvae_4.py		train_intent_cvae_4.py
train_intent_cvae_5.py		train_intent_cvae_5.py
train_intent_cvae_6.py		train_intent_cvae_6.py
train_intent_cvae_7.py		train_intent_cvae_7.py
train_intent_cvae_8.py		train_intent_cvae_8.py
train_intent_cvae_9.py		train_intent_cvae_9.py
train_multitask_transformer.py		train_multitask_transformer.py
train_transformer.py		train_transformer.py