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Benoît Sagot

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#artificial intelligence Preprint Jul 2026

Asymmetric Within-Document Predictive Learning for Scientific Document Representation

This work proposes SciJEPA, a citation-free framework that learns through asymmetric within-document prediction: title and abstract representations are used to predict method representations, and method representations are used to predict conclusion representations.

You Zuo, Éric de la Clergerie, Benoît Sagot · 0 citations