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Extraction of events and understanding related temporal expression among them is a major challenge in natural language processing. In longer texts, processing on sentence-by-sentence or expression-by-expression basis often fails, in part due to the disregard for the consistency of the processed data. We present an ensemble method, which reconciles the… (More)