... uti-lizes statistical information (Kernighan et al., 1990;Schierle et al., 2007; Mitton, 2010). As a sim-ple example, if we want to avoid maintaining a manually-crafted dictionary to accommodate thewealth ... laterexplain, our approach can still incorporate query-logdata as features involved in the correction, as well asmeans to refine the parameters.1.3 Contribution and OutlineAs said above, our goal ... results. In EMNLP-CoNLL, pages 181–189.L. Chiticariu, R. Krishnamurthy, Y. Li, S. Raghavan,F. Reiss, and S. Vaithyanathan. 2010. SystemT: Analgebraic approach to declarative information extrac-tion....