Taylor forgot who his first girlfriend was, so compartmentalized has his mind become. High possibility of shell shock for him.
Alternatively, as a cavalier lady's man, he doesn't remember her from all the other girls he had. Or more likely, he is affecting the appearance of a cavalier lady's man, and pretending not to remember her.
Sure, Albert reunited with Joey, but will he ever fully recover from his experience?