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...

Mô tả đầy đủ

Chi tiết về thư mục
Những tác giả chính: He, Y, Yuan, Z, Chen, J, Horrocks, I
Định dạng: Conference item
Ngôn ngữ:English
Được phát hành: Neural Information Processing Systems 2025