lengshuiyulangcn / kurumi

a Chinese word segmentation tool using MIRA learing

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Kurumi

Use MIRA to train a large amount of features.

Segment chinese(both traditional and simplified) sentences into words in high speed and correctly.

take care the name of the gem is different from the repo name!

Installation

Add this line to your application's Gemfile:

gem 'cseg'

And then execute:

$ bundle

Or install it yourself as:

$ gem install cseg

you need to install CRF++ first and set the environment variables.

On github the dictionary file was deleted since it is quite large, though you can get all from rubygems.

Recall and Precision

Tested on seghanbakeoff pku test set

Precision: 94.43%

Recall: 92.86%

Usage

#The default is Simplified Chinese
require "cseg"
Kurumi.segment("屌丝是一种自我讽刺。")
#=>["屌丝", "是", "一", "种", "自我", "讽刺", "。"]
#Use parameter "tr" to specify Traditional Chinese
Kurumi.segment("台妹真是正點。","tr")  
#=>["台妹", "真", "是", "正點", "。"]	

About

a Chinese word segmentation tool using MIRA learing

License:MIT License


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Language:Ruby 100.0%