A new special topic bearing this title, edited by myself and Nick Chater, has just been published in Topics in Cognitive Science. The topic includes numerous papers on formal learning theory of languages, and a couple of others addressing Bayesian and semisupervised learning.
I won't bother to link to this journal, since you either have subscription access or you don't, and a direct link is not likely to work either way.
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