... resolver, with a performance close to state ofthe art. It is possible to import raw text, performpreprocessing and coreference resolution, and eitherwork on the MMAX2-format files, or export ... and Johnson, M. (2005). Coarse-to-fine n-bestparsing and maxent discriminative reranking. In Proc. ACL2005.Culotta, A., Wick, M., and McCallum, A. (2007). First-orderprobabilistic models for ... marking up nounchunks and named entities, as well as additional in-formation such as part-of-speech tags and mergingthese information into markables that are the start-ing point for the mentions...