Appraisal-based Emotion Analysis
Jan Hofmann, Enrica Troiano, Kai Sassenberg, Roman Klinger
Corpora and Models for Appraisal Classification for Emotion Analysis
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.
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