Minimizing risk has been shown to improve performance for MT (Kumar and Byrne, 2004), as well as other language processing tasks (Goodman, 1996;Goel and Byrne, 2000;Kumar and Byrne, 2002;Titov and Henderson, 2006;Smith and Smith, 2007).
future work may show additional benefits from fast consensus decoding.