@Entity
public class TestClass implements Serializable{
    private Integer id;
    private Set<String> mySet;
    @Id
    @GeneratedValue
    public Integer getId() {
        return id;
    }
    @OneToMany(cascade={CascadeType.ALL})
    public Set<String> getMySet() {
        return mySet;
    }
}
I get the following error.
Caused by: org.hibernate.AnnotationException: Use of @OneToMany or @ManyToMany targeting an unmapped class: TestClass.mySet[java.lang.String]
or if I leave off the @OneToMany
org.hibernate.MappingException: Could not determine type for: java.util.Set, at table: test_class, for columns: [org.hibernate.mapping.Column(my_sets)]
You'll find a pretty decent answer here. The rules for Lists apply to Sets too.
Ooh oh, I had to do this one.
@CollectionOfElements(targetElement = String.class)
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