Special Topic: Simulation of Dialogue
Required Readings (for all students)
- Li, Jiwei, Will Monroe, Alan Ritter, Dan Jurafsky, Michel Galley, and Jianfeng Gao. Deep Reinforcement Learning for Dialogue Generation. In Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, pp. 1192-1202. 2016.
Required Readings(for presenter(s) and rapporteur(s))
- Li, Z., Chen, W., Li, S., Wang, H., Qian, J., & Yan, X. (2022, December). Controllable Dialogue Simulation with In-context Learning. In Findings of the Association for Computational Linguistics: EMNLP 2022 (pp. 4330-4347).
- Park, Sangjun, and Jinyeong Bak. Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture. International Conference on Machine Learning. PMLR, 2024.
Other Readings
- Georgila, Kallirroi, James Henderson, and Oliver Lemon. User simulation for spoken dialogue systems: learning and evaluation.Interspeech. 2006.