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Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals. (arXiv:2311.00721v1 [cs.HC])
cs.LG updates on arXiv.org arxiv.org
Empathy is a social skill that indicates an individual's ability to
understand others. Over the past few years, empathy has drawn attention from
various disciplines, including but not limited to Affective Computing,
Cognitive Science and Psychology. Empathy is a context-dependent term; thus,
detecting or recognising empathy has potential applications in society,
healthcare and education. Despite being a broad and overlapping topic, the
avenue of empathy detection studies leveraging Machine Learning remains
underexplored from a holistic literature perspective. To this end, …
arxiv attention audio cognitive cognitive science computing context detection empathy machine machine learning psychology science social text