We present a framework that allow to extract knowledge from natural language sentences using a deep analysis technique based on linguistic dependencies. The extracted knowledge is represented in OOLOT, an interme- diate format inspired by the Language of Thought (LOT) and based on Answer Set Programming (ASP). OOLOT uses ontology oriented lexicon and syntax. Finally, it is possible to export the knowledge in OWL and native ASP.
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