Search Results for "corpora"

Unsupervised Machine Translation is a research repository that implements both phrase-based SMT and neural MT approaches for translation without parallel corpora. The neural component supports multiple architectures—seq2seq, biLSTM with attention, and Transformer—and allows extensive parameter sharing across languages to improve data efficiency. Training relies on denoising auto-encoding and back-translation, with on-the-fly, multithreaded generation of synthetic parallel data to continually refresh supervision signals. ...

...More useful references to check: ------------------------------------------- https://sites.google.com/site/mouradabbas9/corpora

(Full support available under superalign.sourceforge.net) Aligning parallel corpora Creating TMX, csv, Tab Delimited TMs Automatic aligning of text Super fast handling of multiple files Very easy GUI handling of files under Windows CAT tool assistant

SuperAlign was fully updated as of 15 July 2013 and is now released under the name eAlign as well. A parallel corpora (bitext) aligning tool. Create TMX databases and align translations for Translation Memory databases. Use multiple files in multiple formats to align them with their translations. The full workflow is built in with a GUI interface. SuperAlign-eAlign uses the hunalign algorithm.

Fast Unsupervised Sentence Aligner described in "Improved unsupervised sentence alignment for symmetrical and asymmetrical parallel corpora", COLING 2010. NEWS : release 1.0b : bug fixed (release1.0a deprecated).

Align parallel corpora on sentence level

A unique natural-language processing software, called Discovery, created on the CA Visual Objects/Vulcan.NET environment, which also has potential for effective "shallow approach" machine translation.