The correct spelling for "oximoron" is "oxymoron". An oxymoron is a figure of speech combining contradictory terms. To avoid misspelling, try using mnemonic devices like thinking of the word "oxy" as in oxygen, followed by "moron" which has a similar ending. Additionally, using spell-checkers or referring to dictionaries can help ensure proper spelling.