No-one ever says "Chinese Taipei", certainly not among Chinese, which is just some political compromise, mostly in the Olympic Committee.
The only issue I can think of is if the question was specifically about the country of origin, in which case some people may indeed object to "Taiwan" and argue that it should be "China" instead (but not "Chinese Taipei"...)