Marisa Tomei definitely deserved her Best Supporting Actress Oscar but Joe Pesci was no slouch, either - in this film, he is in "Leo Getz" mode (as opposed to doing his gangster Schtick) but far less annoyingly so than in the Lethal Weapon series.
Fred Gwynne's turn as the judge is also worth a mention.