Child-directed speech is optimized for syntax-free semantic inference
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-95392-x
Abstract: The way infants learn language is a highly complex adaptive behavior. This behavior chiefly relies on the ability to extract information from the speech they hear and combine it with information from the external environment.… read more here.
Keywords: syntax; semantic inference; child directed; directed speech ... See more keywords
SIN: Semantic Inference Network for Few-Shot Streaming Label Learning.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3162747
Abstract: Streaming label learning aims to model newly emerged labels for multilabel classification systems, which requires plenty of new label data for training. However, in changing environments, only a small amount of new label data can… read more here.
Keywords: semantic inference; shot streaming; label; streaming label ... See more keywords