Many hard pattern rule inductive learning systems have been developed for information extraction from free texts or semi-structured texts.
autoSlog-TS (Riloff, 1996) generates extraction patterns using annotated text and a set of heuristic rules and it eliminates the dependency on tagged text and only requires the pre-classified texts as input.