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DAPE: Data-AdaptivePositionalEncodingforLength Extrapolation

Neural Information Processing Systems

Positional encoding plays a crucial role in transformers, significantly impactingmodel performance andlength generalization. Prior research hasintroduced absolute positional encoding (APE) and relative positional encoding (RPE) to distinguish token positions in given sequences.

DAPE: Data-Adaptive Positional Encoding for Length Extrapolation

Neural Information Processing Systems

Positional encoding plays a crucial role in transformers, significantly impacting model performance and length generalization. Prior research has introduced absolute positional encoding (APE) and relative positional encoding (RPE) to distinguish token positions in given sequences.