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New Techniques for Context Modeling (1995)

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by Eric Sven Ristad , Robert G. Thomas
Citations:12 - 2 self
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BibTeX

@MISC{Ristad95newtechniques,
    author = {Eric Sven Ristad and Robert G. Thomas},
    title = {New Techniques for Context Modeling},
    year = {1995}
}

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Abstract

We introduce three new techniques for statistical language models: extension modeling, nonmonotonic contexts, and the divergence heuristic. Together these techniques result in language models that have few states, even fewer parameters, and low message entropies.

Citations

1813 The Art of Computer Programming - Knuth - 1968
286 Interpolated estimation of Markov source parameters from sparse data - Jelinek, Mercer - 1980
259 Frequency analysis of English usage: Lexicon and grammar - Francis, Kucera - 1982
133 A universal data compression system - Rissanen - 1983
120 Modeling by shortest data description. Automatica 14 - Rissanen - 1978
60 An estimate of an upper bound for the entropy of English - Brown, Pietra, et al. - 1992
48 Complexity of strings in the class of Markov sources - Rissanen - 1986
4 Implementing the PPM data compresion scheme - Moffat - 1990
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