Papers by Jeroen Keppens
A Survey of Cognitive Distortion Detection and Classification in NLP (2025.findings-emnlp)
Copied to clipboard
| Challenge: | despite momentum in natural language processing, the field remains fragmented . inconsistencies in CD taxonomies, task formulations and evaluation practices limit comparability . |
| Approach: | This review provides a comprehensive review of 38 studies spanning two decades . they map how CDs have been implemented in computational research and evaluate the methods applied. |
| Outcome: | The paper presents the first comprehensive review of 38 studies spanning two decades . it summarises common task setups and highlights persistent challenges to support more coherent research. |