Success and failure of compositional generalisation in distributional models of language
Sign Up to like & getrecommendations! Published in 2025 at "Language, Cognition and Neuroscience"
DOI: 10.1080/23273798.2024.2443861
Abstract: ABSTRACT Are distributional learning mechanisms capable of complex linguistic inferences requiring compositional generalisation? This question has become contentious with the development of large language models, which mimic human language abilities in many ways, but which… read more here.
Keywords: distributional models; compositional generalisation; failure compositional; language ... See more keywords