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LANGUAGE MODEL PARAMETER ESTIMATION USING USER TRANSCRIPTIONS
speech recognition, language modeling, adaptation
2014/11/27
In limited data domains, many effective language modeling techniques construct models with parameters to be estimated on an in-domain development set. However, in some domains, no such data exist beyo...
AN APPROXIMATION ALGORITHM FORWORD-REPLACEMENT USING A BI-GRAM LANGUAGE MODEL
word-replacement statistical machine translation NP-hard Hamiltonian Path Problem
2012/12/3
This paper presents an approximation algorithm for wordreplacement under a bi-gram language model. Words replacement is an key step in the decoding part of statistical machine translation. However, th...