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Hypergraph toolkit
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README.md

Not quite finished machine translation decoder. (For Linux only)

TODO

  • proper parsing (Rico Sennrich's [1][2]?)
  • k-best derivations [3]
  • serialization for sparse vectors
  • Rule-ChartItem-Node transition?
  • cube pruning [4] and integrate kenlm [5]
  • feature factory and observer patterns
  • map all strings to ints?
  • glue grammar [6] alright?
  • read/writed gzipped files [11]
  • integrate some BLAS lib for vector ops [12][13]

Dependencies:

  • MessagePack for object serialization [8]
  • Google's gperftools [9]
  • json-cpp [10]

[1] http://aclweb.org/anthology/W/W14/W14-4011.pdf [2] https://github.com/redpony/cdec/commit/448b451aa481b1509566ddb11abc3476466def6a [3] http://www.cis.upenn.edu/~lhuang3/huang-iwpt-correct.pdf [4] http://cui.unige.ch/~gesmundo/papers/gesmundo-iwslt10-fcp.pdf [5] http://kheafield.com/code/kenlm/developers/2 [6] https://github.com/jweese/thrax/wiki/Glue-grammar [7] http://aclweb.org/aclwiki/index.php?title=Hypergraph_Format [8] http://msgpack.org [9] https://code.google.com/p/gperftools/ [10] https://github.com/ascheglov/json-cpp [11] http://www.cs.unc.edu/Research/compgeom/gzstream/ [12] http://scicomp.stackexchange.com/questions/351/recommendations-for-a-usable-fast-c-matrix-library [13] http://www.cvmlib.com/

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