BLEU Score Explained

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In this video, we talk about the BLEU (BiLingual Evaluation Understudy) score which is a popular metric for evaluating machine-translated text, or text generation models, in general.

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*Contents*
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00:00 - Intro
00:19 - Precision and recall
00:51 - Precision and recall in language
01:45 - Precision and recall w/ n-grams
02:27 - BLEU score
03:58 - Brevity penalty
05:32 - Outro

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#bleu #machinetranslation #nlp
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Комментарии
Автор

thanks a lot! please keep making more videos. they are very useful and informative. videos like yours make learning so much fun and engaging :D

Accorinrin
Автор

I just love you so much! I could really see your effort to make things intuitive. You are so underrated and I say this from the bottom of my heart.

stanleykurniawan
Автор

recall doesn't worry about FP. why is it 2/5? If we have all ground truths in a given list of predicted positives, isn't recall 1?

lamrin