I learned the song as a civil rights song back in the 60s. In fact, I learned a lot of civil rights songs and didn't hear them sung as gospel songs until many years later.

I have been to a Unitarian church in Washington DC (All Souls) in which the membership/newcomers table was called the Welcome Table.