PK-Chat: Pointer Network Guided Knowledge Driven Generative Dialogue Model

🪡 ArXiv

This repo collects the first academic dialogue dataset with words sourced from the GAKG.

The implimentation with PLATO and Paddle are in Dialogue_DDE

Data

Data format

Our model supports two kinds of data formats for dialogue context: multi and multi_knowledge.

• multi: multi-turn dialogue context.

u_1 __eou__ u_2 __eou__ ... u_n \t r

• multi_knowledge: multi-turn dialogue context with background knowledges.

k_1 __eou__ k_2 __eou__ ... k_m \t u_1 __eou__ u_2 __eou__ ... u_n \t r

Usage

bash make_data.sh

Citation

@misc{deng2023pkchat,
      title={PK-Chat: Pointer Network Guided Knowledge Driven Generative Dialogue Model}, 
      author={Cheng Deng and Bo Tong and Luoyi Fu and Jiaxin Ding and Dexing Cao and Xinbing Wang and Chenghu Zhou},
      year={2023},
      eprint={2304.00592},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}