Web: http://arxiv.org/abs/2209.08316

Sept. 20, 2022, 1:14 a.m. | Lisa Alazraki, Ali Ghachem, Neophytos Polydorou, Foaad Khosmood, Abbas Edalat

cs.CL updates on arXiv.org arxiv.org

In this work, we present a new dataset and a computational strategy for a
digital coach that aims to guide users in practicing the protocols of
self-attachment therapy. Our framework augments a rule-based conversational
agent with a deep-learning classifier for identifying the underlying emotion in
a user's text response, as well as a deep-learning assisted retrieval method
for producing novel, fluent and empathetic utterances. We also craft a set of
human-like personas that users can choose to interact with. Our …

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