Appraisal-based Emotion Analysis

Corpora and Models

Appraisal-based Emotion Analysis

Typ

Corpus

Autor

Jan Hofmann, Enrica Troiano, Kai Sassenberg, Roman Klinger

Beschreibung

Corpora and Models for Appraisal Classification for Emotion Analysis

Referenz

Jan Hofmann, Enrica Troiano, Kai Sassenberg, and Roman Klinger. Appraisal Theories for Emotion Classification in Text. Proceedings of the 28th International Conference on Computational Linguistics (COLING). 2020.

Jan Hofmann, Enrica Troiano, and Roman Klinger. Emotion-aware, emotion-agnostic, or automatic: A study of manual annotation strategies for cognitive event appraisal and the influence on model performance. In Proceedings of the 11th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 2021.

Download

The original data published in the COLING paper is available at https://www.romanklinger.de/data-sets/appraisalEnISEAR.zip
Code is available at https://github.com/bluzukk/appraisal-emotion-classification

The data including the results of the annotation experiments from the WASSA paper can be found at https://www.romanklinger.de/data-sets/HofmannTroianoKlinger-Appraisal-Data.zip

Dieses Bild zeigt Roman Klinger
PD Dr.

Roman Klinger

Akademischer Oberrat/Privatdozent

[Foto: Universität Stuttgart / Max Kovalenko]

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