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» Smoothing and Word Sense Disambiguation

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AAAI
2006

113views Intelligent Agents» more AAAI 2006»

Kernel Methods for Word Sense Disambiguation and Acronym Expansion

13 years 8 months ago

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The scarcity of manually labeled data for supervised machine learning methods presents a significant limitation on their ability to acquire knowledge. The use of kernels in Suppor...

Mahesh Joshi, Ted Pedersen, Richard Maclin, Sergue...

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ACL
2004

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Relieving the data Acquisition Bottleneck in Word Sense Disambiguation

13 years 8 months ago

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Supervised learning methods for WSD yield better performance than unsupervised methods. Yet the availability of clean training data for the former is still a severe challenge. In ...

Mona T. Diab

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FLAIRS
2000

82views Artificial Intelligence» more FLAIRS 2000»

An Iterative Approach to Word Sense Disambiguation

13 years 8 months ago