This is the source code for CIKM 2022 Paper: Improving Personality Consistency in Conversation by Persona Extending
- Create a new conda environment.
conda env create -f environment.yaml
conda activate pgchat- Download spacy model.
python -m spacy download enThe model could be downloaded from both Google Drive and BaiduNetdisk. Make sure that the checkpoint is put in checkpoints/.
python main.pyOpen the config.py and set:
'inde_result_predict': True,then:
python main.py@inproceedings{10.1145/3511808.3557359,
author = {Liu, Yifan and Wei, Wei and Liu, Jiayi and Mao, Xianling and
Fang, Rui and Chen, Dangyang},
title = {Improving Personality Consistency in Conversation by Persona
Extending},
year = {2022},
isbn = {9781450392365},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3511808.3557359},
doi = {10.1145/3511808.3557359},
booktitle = {Proceedings of the 31st ACM International Conference on
Information & Knowledge Management},
pages = {1350–1359},
numpages = {10},
keywords = {dialogue generation, personality consistency, persona
expanding},
location = {Atlanta, GA, USA},
series = {CIKM '22}
}
