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The Parallel Meaning Bank is a corpus of translations annotated with shared,formal meaning representations comprising over 11 million words divided overfour languages (English, German, Italian, and Dutch). Our approach is based oncross-lingual projection: automatically produced (and manually corrected)semantic annotations for English sentences are mapped onto their word-alignedtranslations, assuming that the translations are meaning-preserving. Thesemantic annotation consists of five main steps: (i) segmentation of the textin sentences and lexical items; (ii) syntactic parsing with CombinatoryCategorial Grammar; (iii) universal semantic tagging; (iv) symbolization; and(v) compositional semantic analysis based on Discourse Representation Theory.These steps are performed using statistical models trained in a semi-supervisedmanner. The employed annotation models are all language-neutral. Our firstresults are promising.

The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations