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This paper proposes a new method for word translation disambiguation using a machine learning technique called ‘Bilingual Bootstrapping’. Bilingual Bootstrapping makes use of � in learning� a small number of …...

This paper proposes the use of uncertainty reduction in machine learning methods such as co-training and bilingual boot- strapping, which are referred to, in a gen- eral term, as ‘collaborative …...

Shortage of manually sense-tagged data is an obstacle to supervised word sense dis- ambiguation methods. In this paper we in- vestigate a label propagation based semi- supervised learning algorithm for …...

Recent work on bilingual Word Sense Disam- biguation (WSD) has shown that a resource deprived language (L1) can benefit from the annotation work done in a resource rich lan- guage …...