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One challenge of building high-quality KBC systems is dealing with diverse sources jointly to make predictions. In this example page of a Paleontology journal article, information extracted from tables, text, and external structured knowledge bases are all required to reach the final extraction. This problem becomes even more challenging when many extractors are not 100% accurate, thus motivating the joint probabilistic inference engine inside DeepDive.
