A nine-task benchmark shows structural knowledge prompting gives LLMs coarse-grained understanding but not fine-grained entity precision, and simple MLP adapters outperform complex ones.
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Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
A nine-task benchmark shows structural knowledge prompting gives LLMs coarse-grained understanding but not fine-grained entity precision, and simple MLP adapters outperform complex ones.