A RoBERTa classifier trained on LLM-generated manner/result verb annotations from extended VerbNet data reaches up to 89.6% accuracy on held-out gold-standard sets.
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A Scalable Tool for Measuring Manner and Result Verbs in Developmental Language Research
A RoBERTa classifier trained on LLM-generated manner/result verb annotations from extended VerbNet data reaches up to 89.6% accuracy on held-out gold-standard sets.