Corpus ID: 14217553

Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation

  title={Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation},
  author={Joern Wuebker and M. Huck and S. Peitz and M. Nuhn and Markus Freitag and J. Peter and Saab Mansour and H. Ney},
  • Joern Wuebker, M. Huck, +5 authors H. Ney
  • Published in COLING 2012
  • Computer Science
  • We present Jane 2, an open source toolkit supporting both the phrase-based and the hierarchical phrase-based paradigm for statistical machine translation. It is implemented in C++ and provides efficient decoding algorithms and data structures. This work focuses on the description of its phrase-based functionality. In addition to the standard pipeline, including phrase extraction and parameter optimization, Jane 2 contains several state-of-the-art extensions and tools. Forced alignment phrase… CONTINUE READING
    50 Citations
    Vector Space Models for Phrase-based Machine Translation
    • 10
    • PDF
    Source-Side Discontinuous Phrases for Machine Translation: A Comparative Study on Phrase Extraction and Search
    • 2
    • PDF
    Translation model based weighting for phrase extraction
    • 3
    • PDF
    Improving Statistical Machine Translation with Word Class Models
    • 44
    • PDF
    Faster Phrase-Based Decoding by Refining Feature State
    • 6
    • PDF


    Hierarchical Phrase-Based Translation with Jane 2
    • 19
    • PDF
    NiuTrans: An Open Source Toolkit for Phrase-based and Syntax-based Machine Translation
    • 62
    • PDF
    Jane: an advanced freely available hierarchical machine translation toolkit
    • 23
    • PDF
    Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features
    • 36
    • PDF
    A Guide to Jane, an Open Source Hierarchical Translation Toolkit
    • 18
    • PDF
    Jane: Open Source Hierarchical Translation, Extended with Reordering and Lexicon Models
    • 102
    • PDF
    Improvements in dynamic programming beam search for phrase-based statistical machine translation
    • 52
    • PDF
    Hierarchical Phrase-Based Translation
    • 1,260
    • Highly Influential
    • PDF
    Statistical Phrase-Based Translation
    • 3,554
    • PDF
    Joshua: An Open Source Toolkit for Parsing-Based Machine Translation
    • 170
    • PDF