We run our pipelined models for all morphological representation schemes: surface word (no token splits), lemma (no clitics), lemma with ATB clitics (contain all token splits except Al+), and lemma with D3 clitics (contains all token splits).
setup To build our sentiment and target models, we use CRF++ (Kudo, 2005) to build linear-chain sequences.