memory markov models

32

NIPS
1993

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14 years 1 months ago

We propose a learning algorithm for a variable memory length Markov process. Human communication, whether given as text, handwriting, or speech, has multi characteristic time scal...

Dana Ron, Yoram Singer, Naftali Tishby

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29

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ACL
1994

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Part-of-Speech Tagging using a Variable Memory Markov Model

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Wepresent a new approachtodisambiguatingsyntactically ambiguous words in context, based on Variable Memory Markov (VMM) models. In contrast to xed-length Markovmodels,whichpredict...

Hinrich Schütze, Yoram Singer

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27

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ACL
2003

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Self-Organizing Markov Models and Their Application to Part-of-Speech Tagging

14 years 1 months ago

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This paper presents a method to develop a class of variable memory Markov models that have higher memory capacity than traditional (uniform memory) Markov models. The structure of...

Jin-Dong Kim, Hae-Chang Rim, Jun-ichi Tsujii

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