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Statistical Machine Translation implementation with Python: especially IBM Model1, 2, and phrase-based machine translation.

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IBM Model

IMB models of statistical mathine translation

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ibmmodel1.py
implements IBM Model1
ibmmodel2.py
implements IBM Model2
word_alignment.py
implements symmetrization of word alignments

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See each file and test codes written in test.py

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Statistical Machine Translation implementation with Python: especially IBM Model1, 2, and phrase-based machine translation.

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  • Python 100.0%