Software and data
All-words lexical substitution: The data from the 2014 EACL paper is here.
Graded sense and usage annotation: For information and data, go to the Graded sense and usage annotation page.
Wikipedia character summaries
Used in: Eric Holgate and Katrin Erk. "Politeness, you simpleton!" retorted [MASK]: Masked prediction of literary characters. To appear at IWCS.
Shalmaneser is a system for automatic partial semantic analysis. It assigns word senses and semantic roles in the FrameNet paradigm to English or German text. (And by the way, it got its name from Shalmaneser, not Shalmaneser.)