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» Transducing Markov sequences
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PODS
2010
ACM
167views Database» more  PODS 2010»
15 years 10 months ago
Transducing Markov sequences
Benny Kimelfeld, Christopher Ré
125
Voted
ACL
1997
15 years 6 months ago
Finite State Transducers Approximating Hidden Markov Models
This paper describes the conversion of a Hidden Markov Model into a sequential transducer that closely approximates the behavior of the stochastic model. This transformation is es...
André Kempe
139
Voted
DLT
2010
15 years 5 months ago
Minimization of Deterministic Bottom-Up Tree Transducers
We show that for every deterministic bottom-up tree transducer, a unique equivalent transducer can be constructed which is minimal. The construction is based on a sequence of norma...
Sylvia Friese, Helmut Seidl, Sebastian Maneth
FSMNLP
2008
Springer
15 years 6 months ago
Learning with Weighted Transducers
Weighted finite-state transducers have been used successfully in a variety of natural language processing applications, including speech recognition, speech synthesis, and machine ...
Corinna Cortes, Mehryar Mohri
107
Voted
ISMB
2000
15 years 6 months ago
Protein Family Classification Using Sparse Markov Transducers
Eleazar Eskin, William Noble Grundy, Yoram Singer