SHALMANESER - SHALlow seMANtic parSER. This package provides a toolbox for Semantic Role Labeling (SRL). SHALMANESER uses supervised learning algorithms to assing semantic classes and roles to raw texts. It is paradigm agnostic, i.e. it can handle any role-semantic schema (FrameNET, PropBank etc.) and use any set of word senses (e.g. WordNet synsets). SHALMANESER emerged as part of the SALSA Project at the University of Saarbrücken.