It's hard to decide what we need to define and what we don't. In this case, I kind of opted for assuming that the readers know what BPF is, given that a fairly high percentage of our articles seem to be about BPF these days. Still, I'll try to include a link next time, sorry.
Meanwhile, the LWN kernel index (https://lwn.net/Kernel/Index/#Berkeley_Packet_Filter) will lead you to more information about BPF than you ever wanted.