Modeling empathic similarity in personal narratives

J Shen - 2023 - dspace.mit.edu
The most meaningful connections between people are often formed through expression of
shared vulnerability and emotional experiences. Despite the number of ways in which we …

EmpathicStories++: A Multimodal Dataset for Empathy towards Personal Experiences

J Shen, Y Kim, M Hulse, W Zulfikar… - arXiv preprint arXiv …, 2024 - arxiv.org
Modeling empathy is a complex endeavor that is rooted in interpersonal and experiential
dimensions of human interaction, and remains an open problem within AI. Existing empathy …

HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs

J Shen, J Mire, HW Park, C Breazeal, M Sap - arXiv preprint arXiv …, 2024 - arxiv.org
Empathy serves as a cornerstone in enabling prosocial behaviors, and can be evoked
through sharing of personal experiences in stories. While empathy is influenced by narrative …

FaNS: a Facet-based Narrative Similarity Metric

M Akter, SKK Santu - arXiv preprint arXiv:2309.04823, 2023 - arxiv.org
Similar Narrative Retrieval is a crucial task since narratives are essential for explaining and
understanding events, and multiple related narratives often help to create a holistic view of …

Modeling Empathetic Alignment in Conversation

J Yang, D Jurgens - arXiv preprint arXiv:2405.00948, 2024 - arxiv.org
Empathy requires perspective-taking: empathetic responses require a person to reason
about what another has experienced and communicate that understanding in language …

Story Embeddings—Narrative-Focused Representations of Fictional Stories

HO Hatzel, C Biemann - Proceedings of the 2024 Conference on …, 2024 - aclanthology.org
We present a novel approach to modeling fictional narratives. The proposed model creates
embeddings that represent a story such that similar narratives, that is, reformulations of the …

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 …

Paths to empathy: Heterogeneous effects of reading personal stories online

M Roshanaei, C Tran, S Morelli… - … Conference on Data …, 2019 - ieeexplore.ieee.org
Every day people share personal stories online, reaching millions of users around the world
through blogs, social media and news websites. Why are some of these storiesmore …

Empathic conversations: A multi-level dataset of contextualized conversations

D Omitaomu, S Tafreshi, T Liu, S Buechel… - arXiv preprint arXiv …, 2022 - arxiv.org
Empathy is a cognitive and emotional reaction to an observed situation of others. Empathy
has recently attracted interest because it has numerous applications in psychology and AI …

Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types

B Saldias, D Roy - arXiv preprint arXiv:2005.12762, 2020 - arxiv.org
Sharing personal narratives is a fundamental aspect of human social behavior as it helps
share our life experiences. We can tell stories and rely on our background to understand …