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Do Syntax Heads Influence Model Behavior?

Timkey, William et al.
arXiv (All) · Papers
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Transformer language models develop attention heads that specialize in syntactic relations, for example, attending from verbs to their subjects. Do these heads play a causal role in the model's syntactic predictions? Evidence for such a role is mixed to negative: even when we force these heads to at
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