If there are resources at the company--for example, a technical wiki (which I am a staunch proponent of)--then you should try to get up to speed using those.
If they don't have that, you need to ask as many questions as you need to during the meeting. Their responsibility to you as a new team member is to get you up to speed, and if they're decent folks they accept this.