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Báo cáo khoa học: "Similarity-Based Methods For Word Sense Disambiguation"

Chia sẻ: Nhung Nhung | Ngày: | Loại File: PDF | Số trang:8

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We compare four similarity-based estimation methods against back-off and maximum-likelihood estimation methods on a pseudo-word sense disambiguation task in which we controlled for both unigram and bigram frequency. The similarity-based methods perform up to 40% better on this particular task. We also conclude that events that occur only once in the training set have major impact on similarity-based estimates.

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