Maybe reframe it? Networking event isn’t about being social. It’s where you can learn interesting thinks about other peoples careers.
And if it gets too much, “sorry I gotta call my boss” is a believable excuse to get out of anything you find awkward or if you’ve had enough. Knowing you have that parachute might make it easier.