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LEPOR

Index LEPOR

LEPOR is an automatic language independent machine translation evaluation metric with tunable parameters and reinforced factors. [1]

12 relations: BLEU, Evaluation of machine translation, IBM, Machine translation, METEOR, Paraphrase, Part of speech, Precision and recall, Spearman's rank correlation coefficient, Stemming, Synonym, Treebank.

BLEU

BLEU (bilingual evaluation understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another.

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Evaluation of machine translation

Various methods for the evaluation for machine translation have been employed.

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IBM

The International Business Machines Corporation (IBM) is an American multinational technology company headquartered in Armonk, New York, United States, with operations in over 170 countries.

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Machine translation

Machine translation, sometimes referred to by the abbreviation MT (not to be confused with computer-aided translation, machine-aided human translation (MAHT) or interactive translation) is a sub-field of computational linguistics that investigates the use of software to translate text or speech from one language to another.

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METEOR

METEOR (Metric for Evaluation of Translation with Explicit ORdering) is a metric for the evaluation of machine translation output.

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Paraphrase

A paraphrase is a restatement of the meaning of a text or passage using other words.

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Part of speech

In traditional grammar, a part of speech (abbreviated form: PoS or POS) is a category of words (or, more generally, of lexical items) which have similar grammatical properties.

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Precision and recall

In pattern recognition, information retrieval and binary classification, precision (also called positive predictive value) is the fraction of relevant instances among the retrieved instances, while recall (also known as sensitivity) is the fraction of relevant instances that have been retrieved over the total amount of relevant instances.

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Spearman's rank correlation coefficient

In statistics, Spearman's rank correlation coefficient or Spearman's rho, named after Charles Spearman and often denoted by the Greek letter \rho (rho) or as r_s, is a nonparametric measure of rank correlation (statistical dependence between the rankings of two variables).

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Stemming

In linguistic morphology and information retrieval, stemming is the process of reducing inflected (or sometimes derived) words to their word stem, base or root form—generally a written word form.

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Synonym

A synonym is a word or phrase that means exactly or nearly the same as another word or phrase in the same language.

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Treebank

In linguistics, a treebank is a parsed text corpus that annotates syntactic or semantic sentence structure.

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References

[1] https://en.wikipedia.org/wiki/LEPOR

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