There are a few different ways to say girlfriend and boyfriend. Here are some common ways:
Girlfriend 彼女 (かのじょ / kanojyo) ガールフレンド (gaarufurendo)
Boyfriend 彼氏 (かれし / kareshi) 彼 (かれ / kare) ボーイフレンド (booifurendo)