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cem's Introduction

Hey there!

  • 🌱 I’m currently learning a lot!
  • 🔭 I’m currently working on empathetic dialog systems
  • 👨‍🔬 I'm interested in using dialog systems for mental health and emotional support.
  • 🤝 I’m looking to collaborate on anything interesting and useful
  • 💬 Ask me about anything you want (nothing too weird though)
  • 📫 How to reach me: [email protected]
  • ⚡ Fun fact: there was supposed to be a fun fact here...

cem's People

Contributors

sahandfer avatar

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cem's Issues

A Pretraining File Issue at src/models/common.py file in line 700

There's problem how to open embedding file in ge_embeddings function.
That folder at src/models/common.py in line 700. This code below explain it more:

def gen_embeddings(vocab):
      ...
      for line in open(config.emb_file, encoding='utf-8').readlines() # to solve the opening pretrained embedding issue
      ... 
      return embeddings 

and also, don't forget to download the nltk stopwords first by this syntax

import nltk
nltk.download('stopwords')

A question about the paper

Hi Sahand,

Just seeing your AAAA2022 pre-speaking and your paper, and in my mind, COMET plays a critical role on generating cognitive empathy based on your paper.

Sure, I agree with you and commonsense reasoning is very very important for reaching human thinking. My question is : whether having any 中文COMET or 类似中文ATOMIC-2020 dataset for chineses empathy dialog generating ?

Thanks!

About experiment results questions

Hi , Sahandfer!
I read your paper carefully, but I have some questions about the reproduction of your experimental results. In the automatic evaluation experiment, I completely configured according to your experimental environment, but there is some gap between my running results (ACC, PPL) and those provided by you.

What adjustments do I need to make to the Settings to achieve the effect in your paper? Hyperparameter, environment configuration?

Thank you very much

environment setting:
image
myself results:
image

About line 544 in src/models/EMPDG/model.py

Hello, excellent work!
About line 544 in src/models/EMPDG/model.py, the original line is "weights_best = state["models_g"]", I think maybe it should be "weights_best = state["model"]".

about code and data

Hi Sahandfer,

Great work for CEM!

Could you please tell us when to upload codes and data, thanks !

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