Joshua Koppelman. A statistical approach to language modelling for the ATIS problem. Master's thesis, MIT, January 1995. Home/Search Document Details and Download
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Statistical Source Channel Models for Natural Language.. - Epstein (1996) (1 citation) (Correct)
....by a language model score for the formal language. The search procedure over the space of F is called a decoder. Language models are usually implemented as n gram models, which have been proven to be successful[2] Recently researchers have leaned toward maximum entropy based language models[67, 71, 40, 73]. One enhancement is that the translation and language model values can be weighted to increase performance: p(F ) LM p Theta (E j F ) 1 Gamma LM ) 2.71) The weights are calculated empirically using held out data. While this section briefly described the most common decoders and language ....
Joshua Koppelman. A statistical approach to language modelling for the ATIS problem. Master's thesis, MIT, January 1995.
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