The universal dependencies (UD) initiative aims to remedy this by presenting a harmonized set of treebanks, now 54 and counting, with a unified annotation scheme and multilayered annotation.
uD data distinguishes the input space-delimited tokens from the (morpho)syntactic words that participate in the parse tree (Nivre et al., 2016).