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***INVITED TALK***: Handling and Mining Linguistic Variation in UGC Distributed Representations of Words and Documents for Discriminating Similar Languages

Preslav Nakov, Marcos Zampieri, Petya Osenova, Liling Tan, Cristina Vertan, Nikola Ljubeši´c, Jörg Tiedemann, Cristina Vertan, Željko Agi´c, Laura Alonso, Alemany, Jorge Baptista (+52 others)
2015 unpublished
As part of the workshop, we organized the second edition of the DSL Shared Task on Discriminating between Similar Languages.  ...  Moreover, we included a second test set, where we substituted the named entities with placeholders to make the task more challenging and less dependent on the text topic and domain.  ...  We further thank the LT4VarDial Program Committee for thoroughly reviewing the system papers and the shared task report.  ...