Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection

• This repository is the official implementation of our EMNLP 2021 paper Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection.

DSTC 8 Subtask 2 Data

1. Download the data from the official competition site. Put train.json, dev.json and test.json into dstc8_2/

2. cd dstc8_2/ then bash parse.sh

Download BERT Checkpoints

Download the BERT checkpoint you want from Huggingface model hub. Set the path in three scripts below.

Pretraining

bash pertrain.sh

Finetuning

bash finetune.sh

Zero-Shot Inference

bash zero_shot.sh