New Techniques for Context Modeling (1995)
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by
Eric Sven Ristad
,
Robert G. Thomas
| Citations: | 12 - 2 self |
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 |
