Coral: An Approach for Conversational Agents in Mental Health Applications [article]

Harsh Sakhrani, Saloni Parekh, Shubham Mahajan
2021 arXiv   pre-print
It may be difficult for some individuals to open up and share their thoughts and feelings in front of a mental health expert. For those who are more at ease with a virtual agent, conversational agents can serve as an intermediate step in the right direction. The conversational agent must therefore be empathetic and able to conduct free-flowing conversations. To this effect, we present an approach for creating a generative empathetic open-domain chatbot that can be used for mental health
more » ... ions. We leverage large scale pre-training and empathetic conversational data to make the responses more empathetic in nature and a multi-turn dialogue arrangement to maintain context. Our models achieve state-of-the-art results on the Empathetic Dialogues test set.
arXiv:2111.08545v1 fatcat:hc4ba3e5bfcepbfq33lfcsnnoa