When the same token type t appears in several locations in the text, say x i 1 , x i 2 , .
examining the results, we reach two conclusions: (1) choice of encoding scheme has a big impact on the system perfor-mance and (2) the less used BILOU formalism significantly outperforms the widely adopted BIO tagging scheme.