From Longman Dictionary of Contemporary Englishhave a short memoryhave a short memoryif someone has a short memory, they soon forget something that has happened Voters have very short memories. → short
Examples from the Corpus
have a short memory• Bring any player back and he does not perform and people have short memories.• Other strategies might be more forgiving and have shorter memories.• Manufacturers have short memories, you know. 