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BLEU (bilingual evaluation understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another. Quality is considered to be the correspondence between a machine's output and that of a human: "the closer a machine translation is to a professional human translation, the better it is" – this is the central idea behind BLEU.
It was launched as DeepL Translator on 28 August 2017 and offered translations between English, German, French, Spanish, Italian, Polish and Dutch. [ 18 ] [ 19 ] [ 20 ] [ 7 ] At its launch, it claimed to have surpassed its competitors in blind tests and BLEU scores, including Google Translate , Amazon Translate, Microsoft Translator and ...
Sacrebleu or sacre bleu is a French expression used as a cry of surprise, irritation or displeasure. It is a minced oath form of the profane sacré Dieu (holy God), which, by some religions, is considered profane, due to one of the Ten Commandments in the Bible , which reads " Thou shalt not take the name of the Lord thy God in vain ."
The experiments were tested on eight language pairs from ACL-WMT2011 including English-to-other (Spanish, French, German, and Czech) and the inverse, and showed that LEPOR yielded higher system-level correlation with human judgments than several existing metrics such as BLEU, Meteor-1.3, TER, AMBER and MP4IBM1. [13]
Google Translate is a web-based free-to-use translation service developed by Google in April 2006. [12] It translates multiple forms of texts and media such as words, phrases and webpages. Originally, Google Translate was released as a statistical machine translation (SMT) service. [12] The input text had to be translated into English first ...
For each language except English he compares the BLEU scores for translating that language from and into English (e.g. English > Spanish, Spanish > English) with those that can be achieved by measuring the original English data against the output obtained by translation from English into each language and back translation into English (e.g ...
Kural translations by language. v. t. e. Machine translation is use of computational techniques to translate text or speech from one language to another, including the contextual, idiomatic and pragmatic nuances of both languages. Early approaches were mostly rule-based or statistical.
An interesting peculiarity of Google Translate as of 24 January 2008 (corrected as of 25 January 2008) is the following result when translating from English to Spanish, which shows an embedded joke in the English-Spanish dictionary which has some added poignancy given recent events: Heath Ledger is dead ==> Tom Cruise está muerto
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