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[ Source: frog  ]

Package: frog (0.15-1)

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tagger and parser for natural languages (runtime)

Memory-Based Learning (MBL) is a machine-learning method applicable to a wide range of tasks in Natural Language Processing (NLP).

Frog is a modular system integrating a morphosyntactic tagger, lemmatizer, morphological analyzer, and dependency parser for natural languages. It is based upon it's predecessor TADPOLE (TAgger, Dependency Parser, and mOrphoLogical analyzEr). Using Memory-Based Learning techniques, frog tokenizes, tags, lemmatizes, and morphologically segments word tokens in incoming UTF-8 text files, and assigns a dependency graph to each sentence. Frog is particularly targeted at the increasing need for fast, automatic NLP systems applicable to very large (multi-million to billion word) document collections that are becoming available due to the progressive digitization of both new and old textual data. Up to now, frog has only been tested and used using corpora of Dutch natural language (see the frogdata package for samples).

Frog is a product of the Centre of Language and Speech Technology at Radboud University Nijmegen, it subsumes previous work by the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).

If you do scientific research in NLP, Frog will likely be of use to you.

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Download frog

Download for all available architectures
Architecture Package Size Installed Size Files
alpha (unofficial port) 93.3 kB320.0 kB [list of files]
amd64 94.0 kB301.0 kB [list of files]
arm64 89.6 kB282.0 kB [list of files]
armel 84.4 kB227.0 kB [list of files]
armhf 85.4 kB199.0 kB [list of files]
hppa (unofficial port) 94.0 kB272.0 kB [list of files]
hurd-i386 96.5 kB280.0 kB [list of files]
i386 96.6 kB296.0 kB [list of files]
kfreebsd-amd64 94.4 kB289.0 kB [list of files]
kfreebsd-i386 96.7 kB280.0 kB [list of files]
m68k (unofficial port) 93.2 kB280.0 kB [list of files]
mips 88.5 kB292.0 kB [list of files]
mips64el 88.7 kB302.0 kB [list of files]
mipsel 89.6 kB292.0 kB [list of files]
powerpcspe (unofficial port) 90.2 kB387.0 kB [list of files]
ppc64 (unofficial port) 91.8 kB396.0 kB [list of files]
ppc64el 92.3 kB388.0 kB [list of files]
riscv64 (unofficial port) 92.5 kB263.0 kB [list of files]
s390x 89.5 kB294.0 kB [list of files]
sh4 (unofficial port) 98.5 kB260.0 kB [list of files]
sparc64 (unofficial port) 86.7 kB289.0 kB [list of files]
x32 (unofficial port) 93.1 kB280.0 kB [list of files]