Houjun Liu

morpheme

A morpheme is the smallest meaning-bearing unit of a language. “er”, or “ist”, etc. It contains:

  • stems: core meaning-bearing units, and
  • affexes: parts that adhere to stems

For non space-delineated languages, tokenization happens with morpheme (“词”).

Consider:

姚明进入总决赛

Is yao/ming first and last names seperated. Is zong combined with juesai? (i.e. ADJ vs. NOUN).

Commonly, Chinese performs word level tokenization if you don’t want to deal with it. Typically, this usuals neural sequence models.