1. RECENT TRENDS IN SMT By M.Balamurugan, Phd Research Scholar,
Department of Computer Applications,
Madurai Kamaraj University

2. Machine Translation
Machine translation (MT) is a sub-field of computational linguistics which automatically translate a text or speech from one language to another language. MT
Source Language
Target Language

3. Approaches for Translation

4. Approaches for SMT Example-Based Hybrid MT
It 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.
Hybrid MT
Hybrid machine translation (HMT) leverages the strengths of statistical and rule-based translation methodologies.

5. Input for Machine Translation
Word by Word Translation
Phrase By Phrase Translation
Sentence by Sentence Translation(New)

6. Recent Trends Google Neural Machine Translation System (Nov,2016)
English, French, German, Spanish, Portuguese, Chinese, Japanese, Korean and Turkish (2016).
Russian, Hindi and Vietnamese (March,2017).
Microsoft Deep Neural Network Machine Translation System (Nov, 2016)
Arabic, Chinese Mandarin, English, French, German, Italian, Brazilian Portuguese, Russian, Spanish and Japanese

7. Old Translation System
I have a red pen (English)
நான் ஒரு சிவப்பு பேனா வேண்டும் (Tamil)

8. New Translation System
I have a red pen (English)
நான் ஒரு சிவப்பு பேனா வைத்திருக்கிறேன் (Tamil)

9. THANK YOU…