Semantic Annotation for the Digital Humanities – Using Markov Logic Networks for Annotation Consistency Control

Frank, A., Bögel, T., Hellwig, O., and Reiter, N. 2012.

PDF at elanguage.net/journals/lilt/article/download/2690/2648

Runner up:

Story schemes for argumentation about the facts of a crime
Bex, F., and Verheij, B. 2010.
PDF at florisbex.com/Papers/AAAI-Verh10.pdf