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Evaluation of machine translation by NLP

The following algorithms are common methods used to evaluate machine translation, and all these algorithms have been implemented and provided to you in the form of a document.

The photo below is the result of these algorithms on 9 sentences in one of the Iranian machine translation sites :

image

metric document in persain code document in persain (google colab)
Tool Click on Click on Open In Colab
BLEU Click on Click on Open In Colab
NIST Click on Click on Open In Colab
GLEU Click on Click on Open In Colab
METEOR Click on Click on Open In Colab
WER Click on Click on Open In Colab
CHRF(3) Click on Click on Open In Colab