My method to solve this problem is dealing with that column only by cast it into a character again
and find "character(0)" instead.
For example:
df$interest_column <- as.character(df$interest_column) # Cast it into a character again
df[df$interest_column == "character(0)","interest_column"] <- NA # Assign new value