MaximumEntropyModeling

When translating from languages with hardly any inflectional morphology like English into morphologically rich lan- guages, the English word forms often do not contain enough information for producing the correct …...

We present an approach to bounded constraint- relaxation for entropy maximization that corre- sponds to using a double-exponential prior or ℓ1 reg- ularizer in likelihood maximization for log-linear models. We …...