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Bayesian Learning of Non-Compositional Phrases with Synchronous Parsing

ACL, pp.97-105, (2008)

Cited by: 80|Views21
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Abstract

We combine the strengths of Bayesian mod- eling and synchronous grammar in unsu- pervised learning of basic translation phrase pairs. The structured space of a synchronous grammar is a natural fit for phrase pair proba- bility estimation, though the search space can be prohibitively large. Therefore we explore efficient algorithms for pru...More

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