PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning

Huang He
Huang He
Wenquan Wu
Wenquan Wu
Zhibin Liu
Zhibin Liu
Xinchao Xu
Xinchao Xu
Cited by: 0|Bibtex|Views14|Links

Abstract:

To build a high-quality open-domain chatbot, we introduce the effective training process of PLATO-2 via curriculum learning. There are two stages involved in the learning process. In the first stage, a coarse-grained generation model is trained to learn response generation under the simplified framework of one-to-one mapping. In the sec...More

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