TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents

23 Jan 2019Thomas WolfVictor SanhJulien ChaumondClement Delangue

We introduce a new approach to generative data-driven dialogue systems (e.g. chatbots) called TransferTransfo which is a combination of a Transfer learning based training scheme and a high-capacity Transformer model. Fine-tuning is performed by using a multi-task objective which combines several unsupervised prediction tasks... (read more)

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