The present invention is directed to mutagenized rice AHAS nucleic acids encoding rice AHAS polypeptides which confer increased tolerance to an imidazolinone herbicide. The present invention also includes methods for identifying a plant comprising such mutagenized rice AHAS nucleic acid.