AINeutralarXiv – CS AI · 5h ago5/10
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Supervision versus Demonstration-Based In-Context Learning for Multiword Expression Classification
Researchers compared supervised learning and large language model prompting approaches for detecting Turkish idiomatic light verb constructions, finding that while zero-shot LLMs struggle with recall, few-shot demonstrations significantly improve performance. The study reveals that careful prompt engineering can match or exceed traditional supervised baselines, though results remain highly model-sensitive.