Researcher
Luna De Bruyne
- Disciplines:Natural language processing, Computational linguistics
Affiliations
- Department of Translation, Interpreting and Communication (Department)
Member
From6 Oct 2017 → Today
Projects
1 - 1 of 1
- Transfer Learning for Automatic Emotion Detection in Dutch Texts.From1 Jan 2019 → 31 Dec 2022Funding: FWO Strategic Basic Research Grant
Publications
1 - 10 of 13
- The paradox of multilingual emotion detection(2023)
Authors: Luna De Bruyne, Jeremy Barnes, Orphée De Clercq, Roman Klinger
Pages: 458 - 466 - How language-dependent is emotion detection? Evidence from multilingual BERT(2022)
Authors: Luna De Bruyne, Pranaydeep Singh, Orphée De Clercq, Els Lefever, Veronique Hoste
Pages: 76 - 85 - Joint emotion label space modeling for affect lexica(2022)
Authors: Luna De Bruyne, Pepa Atanasova, Isabelle Augenstein
- Aspect-based emotion analysis and multimodal coreference : a case study of customer comments on Adidas instagram posts(2022)
Authors: Luna De Bruyne, Akbar Karimi, Orphée De Clercq, Andrea Prati, Veronique Hoste, Nicoletta Calzolari, Béchet Frédéric, Philippe Blache, Khalid Choukri, Christopher Cieri, et al.
Pages: 574 - 580 - 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(2021)
Authors: Luna De Bruyne, Orphée De Clercq, Veronique Hoste
Pages: 1017 - 1045 - Emotional RobBERT and insensitive BERTje : combining transformers and affect lexica for Dutch emotion detection(2021)
Authors: Luna De Bruyne, Orphée De Clercq, Veronique Hoste
Pages: 257 - 263 - Prospects for Dutch emotion detection : insights from the new EmotioNL dataset(2021)
Authors: Luna De Bruyne, Orphée De Clercq, Veronique Hoste
Pages: 231 - 255 - Mixing and matching emotion frameworks : investigating cross-framework transfer learning for Dutch emotion detection(2021)
Authors: Luna De Bruyne, Orphée De Clercq, Veronique Hoste
- An emotional mess! Deciding on a framework for building a Dutch emotion-annotated corpus(2020)
Authors: Luna De Bruyne, Orphée De Clercq, Veronique Hoste
Pages: 1636 - 1644 - News topic classification as a first step towards diverse news recommendation(2020)
Authors: Orphée De Clercq, Luna De Bruyne, Veronique Hoste
Pages: 37 - 55