POS Tagging For Resource Poor Languages Through Feature Projection

We present an approach for POS tagging with out any labeled data. Our method requires translated sentences from a pair of languages. We used feature transfer from a resource rich language to resource poor languages. Across 8 different Indian Languages, we achieved encouraging accuracies without any knowledge of the target language and any human annotation. This will help us in creating annotated corpora for resource poor Indian languages.