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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...

THIS PROJECT MIGRATED TO https://gitlab.com/mwetoolkit/mwetoolkit3/ The Multiword Expressions toolkit aids in the automatic identification and extraction of multiword units in running text. These include idioms (kick the bucket), noun compounds (cable car), phrasal verbs (take off, give up), etc. Even though it focuses on multiword expresisons, the framework is quite complete and can also be useful in any corpus-based study in computational linguistics. The mwetoolkit can be...

Aelius is an ongoing open source project aiming at developing a suite of Python, NLTK-based modules and interfaces to external freely available tools for shallow parsing of Brazilian Portuguese. It also includes language resources such as language models, sample texts, and gold standards. Presently, Aelius already offers facilities for POS-tagging and chunking corpora and outputting annotations in different formats, such as in XML in the TEI P5 encoding scheme.

Various tools for creating annotated parallel corpora including pre-trained tagging and parsing models for various languages, sentence alignment tools and word alignment tools. Uplug also includes a web-based interface for interactive sentence and word alignment and scripts for indexing and querying parallel corpora using the Corpus Work Bench CWB. Download 'uplug-main' first and then add other packages.

Migrado a GithUB EN: https://github.com/christiangda/es-ve La mejor opción para verificar y corregir la gramática de tus documentos de LibreOffice escritos en español. La extensión incluye: Corrector Ortográfico, Tesauro de Sinónimos y Separación Silábica. ¡Hecho en Venezuela! Sus principales características son: Más DE 87.000 lemas y sus respectivas conjugaciones. Contiene el Lemario actualizado de RAE (Real Academia Española) Términos financieros e informáticos...

Implementing an Open Source search engine, based on sphinx and nutch. The aim of this project is to provide an open free alternative to Google. A particular work will be done on french. BTW this project will help students and engineers to understand how a search engine works. Feel free to contact us