The problem with a squad as young as Arsenal's is that while they have more talent per pound than basically any other side in the EPL, they severely lack backbone and "toughness". When things aren't going their way they can't really turn it around, and against the top sides that means they get more bad results than good, and are easily bullied by more physical sides. Compare with LFC who traditionally have the best "big game" mentality.
