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EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. (arXiv:2205.01996v1 [cs.CL])
cs.LG updates on arXiv.org arxiv.org
We describe EmoBank, a corpus of 10k English sentences balancing multiple
genres, which we annotated with dimensional emotion metadata in the
Valence-Arousal-Dominance (VAD) representation format. EmoBank excels with a
bi-perspectival and bi-representational design. On the one hand, we distinguish
between writer's and reader's emotions, on the other hand, a subset of the
corpus complements dimensional VAD annotations with categorical ones based on
Basic Emotions. We find evidence for the supremacy of the reader's perspective
in terms of IAA and rating …
analysis annotation arxiv emotion format impact perspective representation studying