Proves that RoPE attention loses locality bias and token distinction in long contexts, approaching random behavior independent of content.
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RoPE Distinguishes Neither Positions Nor Tokens in Long Contexts, Provably
Proves that RoPE attention loses locality bias and token distinction in long contexts, approaching random behavior independent of content.