"Fishermen in Mwanza fish at night." Each word gets a part-of-speech cap, and a dependency parse draws arches from each word to the word it depends on. "Fish" is the trap: usually a noun, here the verb. Compare a most-frequent-tag baseline with an HMM that weighs which tag follows which, then remove its plan for unknown words, or its transitions. This lesson needs JavaScript.