AINeutralarXiv – CS AI · 8h ago5/10
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N\"urnberg NLP at PsyDefDetect: Multi-Axis Voter Ensembles for Psychological Defence Mechanism Classification
Nürnberg NLP's ensemble approach for detecting psychological defence mechanisms achieved first place in the PsyDefDetect shared task by leveraging nine independent voters across different model architectures and training methods. The strategy prioritizes error independence over single-model strength, addressing the inherent ambiguity in classifying overlapping psychological categories.