Abstract:Enabling computers to comprehend the intent of human actions by processing language is one of the fundamental goals of Natural Language Understanding.
An emerging task in this context is that of free-form event process typing, which aims at understanding the overall goal of a protagonist in terms of an action and an object, given a sequence of events.
This task was initially treated as a learning-to-rank problem by exploiting the similarity between processes and action/object textual definitions.
However,… Show more
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