While romaji can be converted back to Japanese characters using input method editors (IME), the conversion might not be 100% accurate since multiple Japanese characters can have the same romaji reading. Modern Japanese typing systems use this method, where users type romaji which gets converted to hiragana, then optionally to kanji. However, context is often needed for accurate conversion.