AINeutralarXiv – CS AI · Mar 127/10
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Evaluating Adjective-Noun Compositionality in LLMs: Functional vs Representational Perspectives
A research study reveals that large language models develop strong internal compositional representations for adjective-noun combinations, but struggle to consistently translate these representations into successful task performance. The findings highlight a significant gap between what LLMs understand internally and their functional capabilities.