NLP

On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning

Contrastive learning NLP SRL Semantics Language models Isotropy Contextualization

Chenghao Xiao, Yang Long, and Noura Al Moubayed look at contrastive SRL through the lens of isotropy, contextualization and learning dynamics at ACL 2023.