statisticallearning

Category clustering and morphological learning

Inflectional affixes expressing the same grammatical category (e.g., subject agreement) tend to appear in the same morphological position in the word. We hypothesize that this cross-linguistic tendency toward category clustering is at least partly …

The role of stimulus-specific perceptual fluency in statistical learning

Individual differences in statistical learning may have a lot to due with ease of perceptual processing, grounded in familiarity

Cross-situational learning in a Zipfian environment

Shows that cross-situational word learning is improved when words and meanings are distributed in a Zipfian manner.

Modeling individual performance in cross-situational word learning

The structure of sequential effects

What Bayesian modelling can tell us about statistical learning: What it requires and why it works

Humans use different statistics for sequence analysis depending on the task