@gromgull

Scaling to very very large corpora for natural language disambiguation

, и . ACL '01: Proceedings of the 39th Annual Meeting on Association for Computational Linguistics, стр. 26--33. Morristown, NJ, USA, Association for Computational Linguistics, (2001)
DOI: http://dx.doi.org/10.3115/1073012.1073017

Описание

With a billion word corpus, your algorithm doesn't matter - and you can skip all your clever tricks. Also, active learning works better with huge data sets to pick interesting examples from.

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