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
Using Distributional Models for Studying the Influence of School Textbooks in Children Bias
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3413291
Abstract: School textbooks have a profound influence on shaping the thoughts of young individuals. Reducing sex, gender, and race bias in these educational materials is then an imperative social goal. Despite efforts to address bias, historical… read more here.
Keywords: distributional models; school textbooks; using distributional; influence ... See more keywords