2026
Length Generalization Bounds for Transformers
ICML 2026poster
Length generalization is a key property of a learning algorithm that enables it to make correct predictions on inputs of unbounded length, given finite training data. To provide such a guarantee, one needs to be able to compute a length generalization bound, beyond which the model is guaranteed to g…