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ADIMEN is the result of the joint effort of members of the IXA and LoRea research groups. ADIMEN aims to provide wide coverage understanding and reasoning capabilities to the Semantic Web. In the way towards natural language understanding, ADIMEN main goal is to improve and expand the current capabilities of Natural Language Processing systems, by using advanced reasoning and inference techniques. ADIMEN is developing advanced inference techniques to represent, model and reason with existing large-scale knowledge bases.