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A key ambition of AI is to render computers able to evolve and interact with the real world. This can be made possible only if the machine is able to produce an interpretation of its available modalities (image, audio, text, etc.) which can be used to support reasoning and taking appropriate actions. Computational linguists use the term semantics (Lewis 1970) to refer to the possible interpretations of natural language sentences. A growing number of efforts to develop machine learningdoi:10.1007/s10994-013-5381-4 fatcat:7i5ubznmabewldc5asxj3xqfru