Machine translation and Statistical machine translation

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Difference between Machine translation and Statistical machine translation

Machine translation vs. Statistical 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. Statistical machine translation (SMT) is a machine translation paradigm where translations are generated on the basis of statistical models whose parameters are derived from the analysis of bilingual text corpora.

Cache language model

A cache language model is a type of statistical language model.

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Europarl Corpus

The Europarl Corpus is a corpus (set of documents) that consists of the proceedings of the European Parliament from 1996 to the present.

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Example-based machine translation

Example-based machine translation (EBMT) is a method of machine translation often characterized by its use of a bilingual corpus with parallel texts as its main knowledge base at run-time.

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Google Translate

Google Translate is a free multilingual machine translation service developed by Google, to translate text.

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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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Language Weaver

SDL Language Weaver is a Los Angeles, California–based company that was founded in 2002 by the University of Southern California's Kevin Knight and Daniel Marcu, to commercialize a statistical approach to automatic language translation and natural language processing - now known globally as statistical machine translation software (SMTS).

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Omniscien Technologies

Omniscien Technologies (formerly Asia Online) is a privately owned, multinational company delivering services and software for language processing, machine translation and machine learning.

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Rule-based machine translation

Rule-based machine translation (RBMT; "Classical Approach" of MT) is machine translation systems based on linguistic information about source and target languages basically retrieved from (unilingual, bilingual or multilingual) dictionaries and grammars covering the main semantic, morphological, and syntactic regularities of each language respectively.

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Syntax

In linguistics, syntax is the set of rules, principles, and processes that govern the structure of sentences in a given language, usually including word order.

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Text corpus

In linguistics, a corpus (plural corpora) or text corpus is a large and structured set of texts (nowadays usually electronically stored and processed).

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Warren Weaver

Warren Weaver (July 17, 1894 – November 24, 1978) was an American scientist, mathematician, and science administrator.

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