A multi-axis 9-voter ensemble for psychological defence mechanism classification wins the PsyDefDetect shared task with F1=0.420.
Findings of the Association for Computational Linguistics: ACL 2026 , month = jul, year =
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N\"urnberg NLP at PsyDefDetect: Multi-Axis Voter Ensembles for Psychological Defence Mechanism Classification
A multi-axis 9-voter ensemble for psychological defence mechanism classification wins the PsyDefDetect shared task with F1=0.420.