Inflecting when there’s no majority: Limitations of encoder-decoder neural networks as cognitive models for German plurals

Arts and Humanities

• Cognitive models 100%
• Limitations 100%
• Majority 100%
• Regular 80%
• Model 80%
• Speaker 40%
• Shapes 20%
• Nouns 20%
• Production 20%
• Inflectional morphology 20%
• Minority Groups 20%
• Past Tense 20%
• Extension 20%
• Inflection 20%
• Novel words 20%
• English verbs 20%
• Criticism 20%
• marker's 20%
• Rating 20%
• Labour 20%
• Information 20%
• German speakers 20%
• plural forms 20%
• Architecture 20%
• new words 20%
• Appearings 20%

Psychology

• Neural Network 100%
• Humans 60%
• Behavior 40%

Computer Science

• Models 100%
• Classes 40%
• Minority Class 20%
• Generalization 20%