... Computational Linguistics, pages 82 5–8 34,Jeju, Republic of Korea, 8-14 July 20 12. c 20 12 Association for Computational LinguisticsBig Data versus the Crowd:Looking for Relationships in All the ... relations that arepresent in the Freebase schema as targets (20 rela-tions on people and organization).One problem is that relations in D are defined at the entity level. Thus, the pairs in ... generate negative ex-amples for each relation, we follow the assumption in Mintz et al. (20 09) that relations are disjoint andsample from other relations, i.e., R−i= ∪j=iR+j.3 .2 Feature...