Combine cream cheese, sugar, and extract, mixing at medium speed on electric mixer until well blended. Add eggs, one at a time, mixing well after each addition. Blend in chocolate; mix well. Pour over pecans. Bake at 350 degrees for 40 minutes. Loosen cake from rim of pan. Cool before removing rim of pan. Chill.