@inproceedings{somasundaran-etal-2020-emotion,
title = "Emotion Arcs of Student Narratives",
author = "Somasundaran, Swapna and
Chen, Xianyang and
Flor, Michael",
booktitle = "Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events",
month = jul,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.nuse-1.12",
doi = "10.18653/v1/2020.nuse-1.12",
pages = "97--107",
abstract = "This paper studies emotion arcs in student narratives. We construct emotion arcs based on event affect and implied sentiments, which correspond to plot elements in the story. We show that student narratives can show elements of plot structure in their emotion arcs and that properties of these arcs can be useful indicators of narrative quality. We build a system and perform analysis to show that our arc-based features are complementary to previously studied sentiment features in this area.",
}
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%0 Conference Proceedings
%T Emotion Arcs of Student Narratives
%A Somasundaran, Swapna
%A Chen, Xianyang
%A Flor, Michael
%S Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events
%D 2020
%8 jul
%I Association for Computational Linguistics
%C Online
%F somasundaran-etal-2020-emotion
%X This paper studies emotion arcs in student narratives. We construct emotion arcs based on event affect and implied sentiments, which correspond to plot elements in the story. We show that student narratives can show elements of plot structure in their emotion arcs and that properties of these arcs can be useful indicators of narrative quality. We build a system and perform analysis to show that our arc-based features are complementary to previously studied sentiment features in this area.
%R 10.18653/v1/2020.nuse-1.12
%U https://aclanthology.org/2020.nuse-1.12
%U https://doi.org/10.18653/v1/2020.nuse-1.12
%P 97-107
Markdown (Informal)
[Emotion Arcs of Student Narratives](https://aclanthology.org/2020.nuse-1.12) (Somasundaran et al., NUSE 2020)
ACL
- Swapna Somasundaran, Xianyang Chen, and Michael Flor. 2020. Emotion Arcs of Student Narratives. In Proceedings of the First Joint Workshop on Narrative Understanding, Storylines, and Events, pages 97–107, Online. Association for Computational Linguistics.