Reducing Model Churn: Stable Re-training of Conversational Agents

Christopher Hidey, Fei Liu, Rahul Goel. Reducing Model Churn: Stable Re-training of Conversational Agents. In Oliver Lemon, Dilek Hakkani-Tür, Junyi Jessy Li, Arash Ashrafzadeh, Daniel Hernández García, Malihe Alikhani, David Vandyke, Ondrej Dusek, editors, Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2022, Edinburgh, UK, 07-09 September 2022. pages 14-25, Association for Computational Linguistics, 2022. [doi]

@inproceedings{HideyLG22,
  title = {Reducing Model Churn: Stable Re-training of Conversational Agents},
  author = {Christopher Hidey and Fei Liu and Rahul Goel},
  year = {2022},
  url = {https://aclanthology.org/2022.sigdial-1.2},
  researchr = {https://researchr.org/publication/HideyLG22},
  cites = {0},
  citedby = {0},
  pages = {14-25},
  booktitle = {Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2022, Edinburgh, UK, 07-09 September 2022},
  editor = {Oliver Lemon and Dilek Hakkani-Tür and Junyi Jessy Li and Arash Ashrafzadeh and Daniel Hernández García and Malihe Alikhani and David Vandyke and Ondrej Dusek},
  publisher = {Association for Computational Linguistics},
}