The all-singing, all-dancing series, about a high school show choir, was named Program of the Year and Outstanding New Program.
Jane Lynch, who plays cheerleading coach Sue Sylvester, was singled out for her performance, landing the Individual Achievement in Comedy award.
Other winners included Julianna Margulies, who walked away with the Individual Achievement in Drama trophy for her role in The Good Wife, while Modern Family won the Outstanding Achievement in Comedy honour.
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Lost and Breaking Bad tied in the Outstanding Achievement in Drama category, while veteran actor James Garner, 82, was honoured for his career, which has spanned five decades.
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