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cs.CL2026
Patent Representation Learning via Self-supervision
You Zuo, Kim Gerdes, Eric Villemonte de La Clergerie +1
We study self-supervised patent representation learning with contrastive objectives. A standard baseline constructs positives by encoding the same text twice under independent drop…
cs.CL2024
PatentEval: Understanding Errors in Patent Generation
You Zuo, Kim Gerdes, Eric Villemonte de La Clergerie +1
In this work, we introduce a comprehensive error typology specifically designed for evaluating two distinct tasks in machine-generated patent texts: claims-to-abstract generation,…