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Length Generalization for Transformers via Compression

Refining C-RASP via compressed strings yields polynomial transformer length generalization bounds for tasks with compressed-string solutions.

Georg Zetzsche, Hongjian Jiang, Andy J Yang, Pascal Bergsträßer and 3 more

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026

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AI panel: 11 of 20 reviewers recommend it
lenient 2/5
medium 6/10
strict 3/5