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Entity Framework mapping that excludes columns

I am working in Entity Framework 4 and connecting to a database that I only have read access to. I would like to create an EF object from a table with way too many columns, however I only need a few. Is there a way to exclude columns from an entity? Preferably without having to repeatedly edit an xml file that may be overwritten if I try to make further changes to my model?

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