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[ 源代码: frog  ]

软件包: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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硬件架构 软件包大小 安装后大小 文件
amd64 94.0 kB301.0 kB [文件列表]
arm64 89.6 kB282.0 kB [文件列表]
armel 84.4 kB227.0 kB [文件列表]
armhf 85.4 kB199.0 kB [文件列表]
i386 96.6 kB296.0 kB [文件列表]
mips 88.5 kB292.0 kB [文件列表]
mips64el 88.7 kB302.0 kB [文件列表]
mipsel 89.6 kB292.0 kB [文件列表]
ppc64el 92.3 kB388.0 kB [文件列表]
s390x 89.5 kB294.0 kB [文件列表]