Topic Bias in Emotion Classification

no code implementations • 14 Dec 2023 • Maximilian Wegge, Roman Klinger

when funeral events are over-represented for instances labeled with sadness, despite the emotion of pride being more appropriate here.

Classification Emotion Classification

Automatic Emotion Experiencer Recognition

no code implementations • 26 May 2023 • Maximilian Wegge, Roman Klinger

We show that experiencer detection in text is a challenging task, with a precision of . 82 and a recall of . 56 (F1 =. 66).

Emotion Classification Emotion Recognition +2

Experiencer-Specific Emotion and Appraisal Prediction

no code implementations • 21 Oct 2022 • Maximilian Wegge, Enrica Troiano, Laura Oberländer, Roman Klinger

Emotion classification in NLP assigns emotions to texts, such as sentences or paragraphs.

Emotion Classification Semantic Role Labeling +1

x-enVENT: A Corpus of Event Descriptions with Experiencer-specific Emotion and Appraisal Annotations

no code implementations • LREC 2022 • Enrica Troiano, Laura Oberländer, Maximilian Wegge, Roman Klinger

In addition, we link them to the event they found salient (which can be different for different experiencers in a text) by annotating event properties, or appraisals (e. g., the perceived event undesirability, the uncertainty of its outcome).

Emotion Classification Emotion Recognition