This paper presents the results of the PASCAL Challenge on Grammar Induction, a competition in which competitors sought to predict part-of-speech and dependency syntax from text. Although many previous competitions have featured dependency grammars or partsof-speech, these were invariably framed as supervised learning and/or domain adaption. This is the first challenge to evaluate unsupervised ...