Research Explorer

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Project

Transfer Learning for Automatic Emotion Detection in Dutch Texts.

Outputs and Outcomes

Publications

Aspect-based emotion analysis and multimodal coreference : a case study of customer comments on Adidas instagram posts

Luna De BruyneAkbar KarimiOrphée De ClercqAndrea PratiVeronique Hoste

Joint emotion label space modeling for affect lexica

Luna De BruynePepa AtanasovaIsabelle Augenstein

A1 Journal Article in COMPUTER SPEECH AND LANGUAGE

Prospects for Dutch emotion detection : insights from the new EmotioNL dataset

Luna De BruyneOrphée De ClercqVeronique Hoste

A2 Journal Article in COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL

Mixing and matching emotion frameworks : investigating cross-framework transfer learning for Dutch emotion detection

Luna De BruyneOrphée De ClercqVeronique Hoste

A1 Journal Article in ELECTRONICS

Emotional RobBERT and insensitive BERTje : combining transformers and affect lexica for Dutch emotion detection

Luna De BruyneOrphée De ClercqVeronique Hoste

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 BruyneOrphée De ClercqVeronique Hoste

A1 Journal Article in LANGUAGE RESOURCES AND EVALUATION

An emotional mess! Deciding on a framework for building a Dutch emotion-annotated corpus

Luna De BruyneOrphée De ClercqVeronique Hoste

Towards an empirically grounded framework for emotion analysis

Luna De BruyneOrphée De ClercqVeronique Hoste