Approaches to Machine Translation. CSC 5930 Machine Translation Fall 2012 Dr. Tom Way. How humans do translation?. Learn a foreign language: Memorize word translations Learn some patterns: Exercise: Passive activity: read, listen Active activity: write, speak Translation:
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CSC 5930 Machine Translation
Fall 2012 Dr. Tom Way
Templates, transfer rules
Parsing, semantics analysis?
Generate from meaning?
More resources for major languages, less for “minor” languages.
Phrase-based SMT, EBMT
Word-based SMT, EBMT
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