UBY – A Large-Scale Unified Lexical-Semantic Resource Based on LMF Iryna Gurevych, Judith Eckle-Kohler UKP Lab, Technische Universität Darmstadt (UKP-TUDA) We present Ubiqtionary (Uby), a large-scale resource integration project based on the Lexical Markup Framework (LMF, ISO 24613:2008). Currently, nine lexicons in two languages (English and German) have been integrated: WordNet, GermaNet, FrameNet, VerbNet, Wikipedia (DE/EN), Wiktionary (DE/EN), and OmegaWiki. Our LMF model - Uby-LMF - captures lexical information at a fine-grained level and employs a large number of Data Categories from ISOCat. All resources have been mapped to the model and imported into an SQL-DB. The Uby-API, a common Java software library, provides access to all data in the Uby-DB. Uby will be publicly available for download soon. The nine lexicons are densely interlinked using monolingual and cross-lingual sense alignments. These sense alignments yield enriched sense representations and increased coverage. We have developed a sense alignment framework for automatically aligning any pair of resources mono- or cross-lingually. As an example, we report on the automatic alignment of WordNet and Wiktionary.