Personalizing Dialogue Agents: I have a dog, do you have pets too? (arXiv)

Current chit-chat models for dialogue have many limitations, such as lacking specificity and not being able to display a consistent personality. Zhang et al. seek to alleviate this by conditioning a memory-augmented neural network on a multi-sentence textual description of the person (a 'profile'). They also release a new chit-chat dataset consisting of 164,356 utterances.


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