... Linguistics (ACL), Sapporo, Japan.John Lafferty, Andrew McCallum, and FernandoPereira. 2001. Conditional Random Fields: Prob-abilistic Models for Segmenting and Labeling Se-quence Data. In Proceedings ... adhere tothe definition of opinion holders from previouswork (Wiegand and Klakow, 2010; Wiegand and Klakow, 2011a; Wiegand and Klakow, 2011b),i.e. every source of a private state or a subjectivespeech ... for chunk parsing CASS (Abney, 1991) and for con-stituency parsing Stanford Parser (Klein and Man-ning, 2003). Named-entity information is pro-vided by Stanford Tagger (Finkel et al., 2005).4.2...