Primitive Part-of-Speech Tagging using Word Length and Sentential   Structure
  It has been argued that, when learning a first language, babies use a series of small clues to aid recognition and comprehension, and that one of these clues is word length. In this paper we present a statistical part of speech tagger which trains itself solely on the number of letters in each word in a sentence. 
Simon Cozens