Language models as hierarchy encoders

Interpreting hierarchical structures latent in language is a key limitation of current language models (LMs). While previous research has implicitly leveraged these hierarchies to enhance LMs, approaches for their explicit encoding are yet to be explored. To address this, we introduce a novel approa...

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Detalhes bibliográficos
Main Authors: He, Y, Yuan, Z, Chen, J, Horrocks, I
Formato: Conference item
Idioma:English
Publicado em: Neural Information Processing Systems 2025