Fishing for bishops Share definition Flag A term used within the gay community, which means looking for sex with another man. "Oh man, I haven't been laid in a while, I really need to go fishing for bishops." Fishing for bishops by 1993153 February 7, 2010 Get the Fishing for bishops mug.