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Love is blind
Emotional Bias
The phrase implies a person in love might ignore the negative traits of their partner. 
Metaphorical Sense
Used metaphorically, 'blind' means lacking perception, awareness, or discernment. 
Casual Expression
It's informal and often used among friends or in casual conversations, not formal settings. 