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Towards Understanding Self-Pretraining for Sequence Classification

Self-pretraining improves sequence classification by learning proximity-biased attention patterns that supervised training misses from random initialization.

Omar Coser, Loredana Zollo, Paolo Soda, Antonio Orvieto

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

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AI panel: 7 of 20 reviewers recommend it
lenient 3/5
medium 3/10
strict 1/5