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The Multimodal Correction Detection Problem

Amos Azaria
Amos Azaria
Keren Nivasch
Keren Nivasch

adaptive agents and multi-agents systems, pp. 1784-1786, 2019.

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Other Links: academic.microsoft.com|dblp.uni-trier.de
Keywords:
Human-agent interactionCorrection detectionImplicit feedbackMultimodal deep learning architectureSocially aware personal assistant

Abstract:

In order for socially aware agents to be truly useful, they should have abilities associated with human intelligence, such as the ability to detect their own mistakes from user reactions. This is an instance of implicit feedback. In this work we address the problem of detecting an agent's mistakes by identifying when the user tries to cor...More

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