pypi i yalign


A sentence aligner for comparable corpora

by machinalis

0.1.1 (see all)License:UNKNOWN
pypi i yalign


Yalign is a tool for extracting parallel sentences from comparable corpora.

Statistical Machine Translation <http://en.wikipedia.org/wiki/Statistical_machine_translation> relies on parallel corpora <http://en.wikipedia.org/wiki/Parallel_text> (eg.. europarl <http://www.statmt.org/europarl/>) for training translation models. However these corpora are limited and take time to create. Yalign is designed to automate this process by finding sentences that are close translation matches from comparable corpora <http://www.statmt.org/survey/Topic/ComparableCorpora>. This opens up avenues for harvesting parallel corpora from sources like translated documents and the web.


Yalign requires that you install scikit-learn <http://scikit-learn.org/stable/install.html>_.

After that you can install Yalign from PyPi via pip:


sudo pip install yalign


Firstly we need to download and unpack the english to spanish model.


wget http://yalign.machinalis.com/models/0.1/en-es.tar.gz
tar -xvzf en-es.tar.gz 

Now we can use the yalign-align script along with the english to spanish model to align two web pages.


yalign-align en-es http://en.wikipedia.org/wiki/Antiparticle http://es.wikipedia.org/wiki/Antipart%C3%ADcula

Yalign is not limited to any one language pair. By creating your own models you can align any two languages. For more details on how to use yalign and on yalign's implementation please read the docs <http://yalign.readthedocs.org/>_.

Yalign is a Machinalis <http://www.machinalis.com> project. You can view our other open source contributions here <https://github.com/machinalis/>.

The Yalign Team:

| Andrew Vine | Gonzalo García Berrotarán | Rafael Carrascosa | Elías Andrawos | Laura Alonso Alemany

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