SMT

Alignment

Align sentences/words in 2 languages. Goal is to learn alignment $A^*=argmax_A P(A|F<E)$

Sentence Alignment by Length

Lengths of aligned sentences are correlated.

Sentence Alignment by cognates

Cognate: 同源/相近

Words that are related across languages have similar spellings. e.g. government/gouvernement