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In Section 2, we discuss how this type of human–computer complementarity affects design choices within collaborative IE, and identify a gap among existing solutions (see Table 1).In Section 3, we fill this gap by developing ELICIT, a new human-validated IE tool which leverages the speed of modern machine learning models, and the near-perfect accuracy of humans.

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Chunking with Support Vector Machines

In this paper, we apply Support Vector Machines to the chunking task. In addition, in order to achieve higher accuracy, we apply weighted voting of 8 SVM-basedsystems which are trained using dis-tinct chunk representations. For the weighted vot-ing systems, we introduce a new type of weighting strategy which are derived from the theoretical basis

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