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DIAG NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction

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Figure

Figure 1: Two types of error labels, false negatives(FN) and false positives (FP), caused by DS.
Figure 2: An overview of DIAG-NRE.
Figure 3: The RL-based pattern-extraction workflowand a typical pattern-induction example, where we in-duce a pattern for the Birthplace relation via a se-ries of actions (0: retaining, 1: erasing).
Figure 4: The human-in-the-loop pattern refinement.
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