辩论会 is the formal event - a structured debate with two sides (
正方 /
反方), a moderator, and a clock. Distinguish from
辩论 (the verb 'to debate' or general noun 'debate') and
讨论会 (a discussion / panel, no adversarial sides).
会 (assembly) is the event-suffix.