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

@inproceedings{Zhang2018PersonalizingDA,
  title={Personalizing Dialogue Agents: I have a dog, do you have pets too?},
  author={Saizheng Zhang and Emily Dinan and Jack Urbanek and Arthur D. Szlam and Douwe Kiela and J. Weston},
  booktitle={ACL},
  year={2018}
}
Chit-chat models are known to have several problems: they lack specificity, do not display a consistent personality and are often not very captivating. In this work we present the task of making chit-chat more engaging by conditioning on profile information. We collect data and train models to (i) condition on their given profile information; and (ii) information about the person they are talking to, resulting in improved dialogues, as measured by next utterance prediction. Since (ii) is… Expand
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