Modeling the Intrinsic Information Flow between Dialogue Utterances

DialoFlow

This repository contains the code and pre-trained models for our ACL 2021 paper Conversations are not Flat: Modeling the Intrinsic Information Flow between Dialogue Utterances.

We propose the DialoFlow, a new paradigm to construct the dynamic information flow in the dialogue history by addressing the semantic influence brought about by each utterance. Besides, we design an automatic reference-free evaluation metric Flow Score based on the pre-trained DialoFlow for interactive dialogue quality evaluation.

DialoFlow

We will release the code and pre-trained models soon!

Flow Score

Flow Score is an automatic reference-free evaluation metric for interactive dialogue evaluation based on the pre-trained DialoFlow. Flow Score can be found here.

Citation

Please cite our paper if you use DialoFlow in your work.

@inproceedings{li2021dialoflow,

   title={Conversations

 
 

 
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