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Project
Transfer Learning for Automatic Emotion Detection in Dutch Texts.
Information
Project Team
Outputs and Outcomes
Publications
Using state-of-the-art emotion detection models in a crisis communication context
Luna De Bruyne
Toni G.L.A. van der Meer
Orphée De Clercq
Veronique Hoste
A2
Journal Article
in
COMPUTATIONAL COMMUNICATION RESEARCH
2024
Aspect-based emotion analysis and multimodal coreference : a case study of customer comments on Adidas instagram posts
Luna De Bruyne
Akbar Karimi
Orphée De Clercq
Andrea Prati
Veronique Hoste
P1
Conference
2022
Joint emotion label space modeling for affect lexica
Luna De Bruyne
Pepa Atanasova
Isabelle Augenstein
A1
Journal Article
in
COMPUTER SPEECH AND LANGUAGE
2022
Prospects for Dutch emotion detection : insights from the new EmotioNL dataset
Luna De Bruyne
Orphée De Clercq
Veronique Hoste
A2
Journal Article
in
COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL
2021
Mixing and matching emotion frameworks : investigating cross-framework transfer learning for Dutch emotion detection
Luna De Bruyne
Orphée De Clercq
Veronique Hoste
A1
Journal Article
in
ELECTRONICS
2021
Emotional RobBERT and insensitive BERTje : combining transformers and affect lexica for Dutch emotion detection
Luna De Bruyne
Orphée De Clercq
Veronique Hoste
C1
Conference
2021
Annotating affective dimensions in user-generated content : comparing the reliability of best-worst scaling, pairwise comparison and rating scales for annotating valence, arousal and dominance
Luna De Bruyne
Orphée De Clercq
Veronique Hoste
A1
Journal Article
in
LANGUAGE RESOURCES AND EVALUATION
2021
An emotional mess! Deciding on a framework for building a Dutch emotion-annotated corpus
Luna De Bruyne
Orphée De Clercq
Veronique Hoste
P1
Conference
2020
Towards an empirically grounded framework for emotion analysis
Luna De Bruyne
Orphée De Clercq
Veronique Hoste
C1
Conference
2019