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[ Source: frog  ]

Пакунок: 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.

Інші пакунки пов'язані з frog

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  • suggests
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Завантаження для всіх доступних архітектур
Архітектура Розмір пакунка Розмір після встановлення Файли
alpha (unofficial port) 93.3 kB320.0 kB [список файлів]
amd64 94.0 kB301.0 kB [список файлів]
arm64 89.6 kB282.0 kB [список файлів]
armel 84.4 kB227.0 kB [список файлів]
armhf 85.4 kB199.0 kB [список файлів]
hppa (unofficial port) 94.0 kB272.0 kB [список файлів]
hurd-i386 96.5 kB280.0 kB [список файлів]
i386 96.6 kB296.0 kB [список файлів]
kfreebsd-amd64 94.4 kB289.0 kB [список файлів]
kfreebsd-i386 96.7 kB280.0 kB [список файлів]
m68k (unofficial port) 93.2 kB280.0 kB [список файлів]
mips 88.5 kB292.0 kB [список файлів]
mips64el 88.7 kB302.0 kB [список файлів]
mipsel 89.6 kB292.0 kB [список файлів]
powerpcspe (unofficial port) 90.2 kB387.0 kB [список файлів]
ppc64 (unofficial port) 91.8 kB396.0 kB [список файлів]
ppc64el 92.3 kB388.0 kB [список файлів]
riscv64 (unofficial port) 92.5 kB263.0 kB [список файлів]
s390x 89.5 kB294.0 kB [список файлів]
sh4 (unofficial port) 98.5 kB260.0 kB [список файлів]
sparc64 (unofficial port) 86.7 kB289.0 kB [список файлів]
x32 (unofficial port) 93.1 kB280.0 kB [список файлів]