Argumentation mining has recently become a hot topic in AI, representing an extremely challenging problem at the intersection of natural language processing, computational linguistics and machine learning. The goal is to extract arguments from unstructured textual documents, so as to construct a system capable of digesting information, reasoning and debating around any topic, in the spirit of IBM's Debater.

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