Appraisal-based Emotion Analysis

Corpora and Models

Appraisal-based Emotion Analysis

Type

Corpus

Author

Jan Hofmann, Enrica Troiano, Kai Sassenberg, Laura Oberländer, Maximilian Wegge, Roman Klinger

Description

Corpora and Models for Appraisal Classification for Emotion Analysis

Reference

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. https://aclanthology.org/2020.coling-main.11/

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. https://aclanthology.org/2021.wassa-1.17.pdf

Enrica Troiano, Laura Oberländer, Maximilian Wegge, and Roman Klinger.  A Corpus of Event Descriptions with Experiencer-specific Emotion and Appraisal Annotations. LREC 2022. https://aclanthology.org/2022.lrec-1.146/

Maximilian Wegge, Enrica Troiano, Laura Oberländer, and Roman Klinger. Experiencer-specific emotion and appraisal prediction. In Proceedings of the Fifth Workshop on Natural Language Processing and Computational Social Science, Abu Dhabi, United Arab Emirates and online, December 2022. Association for Computational Linguistics. https://www.romanklinger.de/publications/WeggeTroianoOberlaenderKlinger.pdf

Enrica Troiano, Laura Oberländer, and Roman Klinger. Appraisal Theories for Dimensional Modelling of Emotions in Text. submitted to the Computational Linguistics Journal. 2023. http://dx.doi.org/10.1162/coli_a_00461

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Roman Klinger

PD Dr.

Senior Lecturer (Akademischer Oberrat)

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