Modeling empathy and distress in reaction to news stories
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 …
human-computer interaction. Yet to date, text-based empathy prediction has the following …
Distilling knowledge for empathy detection
M Hosseini, C Caragea - Findings of the Association for …, 2021 - aclanthology.org
Empathy is the link between self and others. Detecting and understanding empathy is a key
element for improving human-machine interaction. However, annotating data for detecting …
element for improving human-machine interaction. However, annotating data for detecting …
Empathic conversations: A multi-level dataset of contextualized conversations
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 …
has recently attracted interest because it has numerous applications in psychology and AI …
Empathbert: A bert-based framework for demographic-aware empathy prediction
BPR Guda, A Garimella, N Chhaya - arXiv preprint arXiv:2102.00272, 2021 - arxiv.org
Affect preferences vary with user demographics, and tapping into demographic information
provides important cues about the users' language preferences. In this paper, we utilize the …
provides important cues about the users' language preferences. In this paper, we utilize the …
A computational approach to understanding empathy expressed in text-based mental health support
Empathy is critical to successful mental health support. Empathy measurement has
predominantly occurred in synchronous, face-to-face settings, and may not translate to …
predominantly occurred in synchronous, face-to-face settings, and may not translate to …
Findings of WASSA 2023 shared task on empathy, emotion and personality detection in conversation and reactions to news articles
This paper presents the results of the WASSA 2023 shared task on predicting empathy,
emotion, and personality in conversations and reactions to news articles. Participating teams …
emotion, and personality in conversations and reactions to news articles. Participating teams …
Perspective-taking and pragmatics for generating empathetic responses focused on emotion causes
Empathy is a complex cognitive ability based on the reasoning of others' affective states. In
order to better understand others and express stronger empathy in dialogues, we argue that …
order to better understand others and express stronger empathy in dialogues, we argue that …
WASSA 2022 shared task: Predicting empathy, emotion and personality in reaction to news stories
This paper presents the results that were obtained from WASSA 2022 shared task on
predicting empathy, emotion, and personality in reaction to news stories. Participants were …
predicting empathy, emotion, and personality in reaction to news stories. Participants were …
Cem: Commonsense-aware empathetic response generation
A key trait of daily conversations between individuals is the ability to express empathy
towards others, and exploring ways to implement empathy is a crucial step towards human …
towards others, and exploring ways to implement empathy is a crucial step towards human …
CoMAE: A multi-factor hierarchical framework for empathetic response generation
The capacity of empathy is crucial to the success of open-domain dialog systems. Due to its
nature of multi-dimensionality, there are various factors that relate to empathy expression …
nature of multi-dimensionality, there are various factors that relate to empathy expression …