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Recombination using a Statistical approach

Recombination using a Statistical approach. The Transaltion System checks the database for the frequency of occurrence of the possible translations. The Translation System assumes that the one translation which occurres most often is correct. . Example: I ate the apple.

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Recombination using a Statistical approach

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  1. Recombination using a Statistical approach The Transaltion System checks the database for the frequency of occurrence of the possible translations. The Translation System assumes that the one translation which occurres most often is correct.

  2. Example: I ate the apple. Solutions: 1) Ich aß der Apfel 2) Ich aß den Apfel Search in Google • „aß den Apfel“ gets 118 matching reults • „aß der Apfel“ gets only 2 matching results

  3. Translation by Analogy • Sentences are translated based on their semantic similarity with available examples • Similarity is measured by the distance of words in a thesaurus

  4. English – Japanese ( eat  taberu vs. Okasu) Examples: • A man eats vegetables – Hito wa yasai o taberu • Acid eats metal – San wa kinzoku o okasu New sentence: He eats potatoes  Here the tranlslation taberu is correctly selected based on the greater semantic similarity of he and potatoes with man and vegetables than with acid and metal.

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