Nomenclature

${\theta }_x$

a model of x, where $x$ refers to the type of model.

$\tilde{\theta }$

a model, estimated using maximum likelihood.

$\widehat{\theta }$

a re-estimated model.

$c$

a concept.

$D$

a document.

$t$

a term.

$Q$

a query.