Complex sentence: The style similar to the Western empire style was new to Koreans, but did not seem to last until the Goryeo dynasty, the next ruling state of Korea.
Split into simpler sentences: The style similar to the Western empire style was new to Koreans. However, the fashion did not seem to last until the Goryeo dynasty, the next ruling state of Korea.