self-attention noun2 •Conscious attention to one's own physiological and emotional state and behavior.According to self-attention theory in general, it can be predicted that heightened self-attention leads to a closer fit between observed behavior and some underlying salient standard. — 1986 •A form of attention (machine learning method) where input sequence is compared with itself, i.e. the keys and queries are the same.