This course focuses on the theoretical and methodological foundation of the automatic treatment of Natural Language. Students will be introduced to the formal basis of Language Theory, to the automatic and manual annotation of corpora and their use for linguistic research. The monographic part of the course will focus on the computational representation of lexical meaning, and particular attention will be given to vector-based representations (distributional semantics).