VariKN language modeling toolkit

Persistent Identifier of this resource:

http://urn.fi/urn:nbn:fi:lb-20140730185

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VariKN language modeling toolkit provides tools for training n-gram
language models. Amongst the supported methods are:

- Absolute discounting
- Kneser-Ney smoothing
- Revised Kneser pruning
- Kneser-Ney growing

The descriptions of Revised Kneser pruning and Kneser-Ney growing can
be found in the paper Vesa Siivola and Teemu Hirsimäki and Sami
Virpioja, "On Growing and Pruning Kneser-Ney Smoothed N-Gram Models",
IEEE Transactions on Speech, Audio and Language Processing,
15(5):1617-1624, 2007 (available at
https://sites.google.com/site/vesassiivola/publications/TASLP2007.pdf).

Download location: https://github.com/vsiivola/variKN.

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