A neuron-activation-based alignment score for LLMs correlates highly with downstream multilingual performance and transferability across nine open models.
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From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment
A neuron-activation-based alignment score for LLMs correlates highly with downstream multilingual performance and transferability across nine open models.