LLMs prompted with English Vocabulary Profile definitions outperform a part-of-speech baseline at assigning CEFR levels to words in learner sentences, though the advantage is concentrated on ambiguous words.
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Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs
LLMs prompted with English Vocabulary Profile definitions outperform a part-of-speech baseline at assigning CEFR levels to words in learner sentences, though the advantage is concentrated on ambiguous words.