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A natural language generation technique for automated psychotherapy

Mann, G., Kishore, B. and Dhillon, P. (2021) A natural language generation technique for automated psychotherapy. Lecture Notes in Computer Science, 12640 . pp. 33-41.

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Abstract

The need for software applications that can assist with mental disorders has never been greater. Individuals suffering from mental illnesses often avoid consultation with a psychotherapist, because they do not realize the need, or because they cannot or will not face the social and economic consequences, which can be severe. Between ideal treatment by a human therapist and self-help websites lies the possibility of a helpful interaction with a language-using computer. A model of empathic response planning for sentence generation in a forthcoming automated psychotherapist is described here. The model combines emotional state tracking, contextual information from the patient’s history and continuously updated therapeutic goals to form suitable conceptual graphs that may then be realized as suitable textual sentences.

Item Type: Journal Article
Murdoch Affiliation(s): IT, Media and Communications
Publisher: Springer Verlag
Other Information: 6th International Workshop on Graph Structures for Knowledge Representation and Reasoning (GKR2020), Virtual Event; 5 September.
URI: http://researchrepository.murdoch.edu.au/id/eprint/60405
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