ANALYSIS OF AMBIGUITY PHENOMENON IN STATISTICAL MACHINE TRANSLATION (CASE STUDY ENGLISH TO INDONESIAN)

Statistical Machine Translation work by finding the biggest probability translation of a word or sentence based on statistical model use corpus text parallel which gave on training. Based on result of examination is gotten some conclusions, that is Statistical Machine Translator can learn and rememb...

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Bibliographic Details
Main Author: PRIHATINI (NIM 23205002), EKAWATI
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/7752
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Institution: Institut Teknologi Bandung
Language: Indonesia
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Summary:Statistical Machine Translation work by finding the biggest probability translation of a word or sentence based on statistical model use corpus text parallel which gave on training. Based on result of examination is gotten some conclusions, that is Statistical Machine Translator can learn and remember the sentence containing ambiguity words which has been trained before, the translation of ambiguity words would be have better result if it is done with phrase based translation model, the quality of Statistical Machine Translator increase simultaneously with the increasing of trained sentences, the quality of translation increase equally with the increasing of phrase length, the increase of phrase length caused shorter execution time. <br />