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Just asked my Taiwanese friend. She said you have to apply for Tai BaoZheng which can easily be obtained in Taiwan through China Travel Agency. It normally takes 1-2 days. And you can also fly to China and get the Tai BaoZheng at the airport. However, not all airports have the equipments to do that you have to check with the embassy which airport can do that.