Demo

Please try this ➤➤➤ Colab Notebook Demo (click me!)

The updown score predicts how likely the response is getting upvoted.

DialogRPT-updown

Dialog Ranking Pretrained Transformers

How likely a dialog response is upvoted 👍 and/or gets replied 💬?

This is what DialogRPT is learned to predict. It is a set of dialog response ranking models proposed by Microsoft Research NLP Group trained on 100 + millions of human feedback data. It can be used to improve existing dialog generation model (e.g., DialoGPT) by re-ranking the generated response candidates.

Quick Links:

• EMNLP'20 Paper
• Dataset, training, and evaluation
• Colab Notebook Demo

We considered the following tasks and provided corresponding pretrained models. This page is for the updown task, and other model cards can be found in table below.

Contact:

Please create an issue on our repo

Citation:

@inproceedings{gao2020dialogrpt,
    title={Dialogue Response RankingTraining with Large-Scale Human Feedback Data},
    author={Xiang Gao and Yizhe Zhang and Michel Galley and Chris Brockett and Bill Dolan},
    year={2020},
    booktitle={EMNLP}
}