Modeling clinical empathy in narrative essays

S Shi, Y Sun, J Zavala, J Moore… - 2021 IEEE 15th …, 2021 - ieeexplore.ieee.org
Empathy is commonly defined as the capacity to stand in another's shoes and can be
generally divided into two major components: affective and cognitive empathy. The role and …

MEDIC: A multimodal empathy dataset in counseling

Z Zhu, C Li, J Pan, X Li, Y Xiao, Y Chang… - Proceedings of the 31st …, 2023 - dl.acm.org
Although empathic interaction between counselor and client is fundamental to success in
the psychotherapeutic process, there are currently few datasets to aid a computational …

Enriching deep learning with frame semantics for empathy classification in medical narrative essays

P Dey, R Girju - Proceedings of the 13th International Workshop …, 2022 - aclanthology.org
Empathy is a vital component of health care and plays a key role in the training of future
doctors. Paying attention to medical students' self-reflective stories of their interactions with …

Automated empathy detection for oncology encounters

Z Chen, J Gibson, MC Chiu, Q Hu… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Empathy involves understanding other people's situation, perspective, and feelings. In
clinical interactions, it helps clinicians establish rapport with a patient and support patient …

A computational approach to understanding empathy expressed in text-based mental health support

A Sharma, AS Miner, DC Atkins, T Althoff - arXiv preprint arXiv:2009.08441, 2020 - arxiv.org
Empathy is critical to successful mental health support. Empathy measurement has
predominantly occurred in synchronous, face-to-face settings, and may not translate to …

Modeling empathy and distress in reaction to news stories

S Buechel, A Buffone, B Slaff, L Ungar… - arXiv preprint arXiv …, 2018 - arxiv.org
Computational detection and understanding of empathy is an important factor in advancing
human-computer interaction. Yet to date, text-based empathy prediction has the following …

MEDIC: A Multimodal Empathy Dataset in Counseling

X Li, J Pan, Y Xiao, Y Chang, F Zheng… - arXiv preprint arXiv …, 2023 - arxiv.org
Although empathic interaction between counselor and client is fundamental to success in
the psychotherapeutic process, there are currently few datasets to aid a computational …

Investigating Stylistic Profiles for the Task of Empathy Classification in Medical Narrative Essays

P Dey, R Girju - arXiv preprint arXiv:2302.01839, 2023 - arxiv.org
One important aspect of language is how speakers generate utterances and texts to convey
their intended meanings. In this paper, we bring various aspects of the Construction …

Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations

AC Lahnala, B Neuendorf, A Thomin… - Proceedings of the …, 2024 - aclanthology.org
Empathy is essential in healthcare communication. We introduce an annotation approach
that draws on well-established frameworks for clinical empathy and breaking bad news …

AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations

G Lee, N Parde - Proceedings of the 2024 Joint International …, 2024 - aclanthology.org
Empathy is critical for effective communication and mental health support, and in many
online health communities people anonymously engage in conversations to seek and …