Joint model Most work on MTL for NLP uses a single auxiliary task <cite>(Bingel and Søgaard 2017</cite>; Martínez Alonso and Plank 2017) . In this experiment, we use one sluice network to jointly learn our four tasks on the newswire domain and show results in Table 5 .