3 papers
cs.SI2016★ 20 cited
Predicting User Roles in Social Networks using Transfer Learning with Feature Transformation
Jun Sun, Jérôme Kunegis, Steffen Staab
How can we recognise social roles of people, given a completely unlabelled social network? We present a transfer learning approach to network role classification based on feature t…
cs.PL2016
LambdaDL: Syntax and Semantics (Preliminary Report)
Martin Leinberger, Ralf Lämmel, Steffen Staab
Semantic data fuels many different applications, but is still lacking proper integration into programming languages. Untyped access is error-prone while mapping approaches cannot f…
cs.CL2014
A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser-Ney Smoothing
Rene Pickhardt, Thomas Gottron, Martin Körner +3
We introduce a novel approach for building language models based on a systematic, recursive exploration of skip n-gram models which are interpolated using modified Kneser-Ney smoot…