We would also like to explicitly quantify the uncertainty captured in our framework under different sampling strategies or MCMC-SG methods (e.g., similar to Mc-Clure and Kriegeskorte (2016); Teye et al.
our BNNP consistently outperforms the single task BiLSTM baseline (Kiperwasser and Goldberg, 2016), while outperforming the BiAFFINE parser (Dozat et al., 2017) by up to 3% on Vietnamese and Irish.