... Association for Computational Linguistics:shortpapers, pages 288–293,Portland, Oregon, June 19-24, 2011.c2011 Association for Computational Linguistics Coreference for Learning to Extract Relations: ... incorrect (e.g. ‘X visited Y’ for hasBirthPlace).7 Figure 1: Approach to learning relations We ran this system in two versions: –Coref has no access to coreference information, while +Coref ... noisy, coreference infor-mation improved F-scores for all relations in our test, more than doubling the F-score for 5 of the 10. Why is the high error rate of coreference not very harmful to...