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Rule Based Information Extraction is Dead! Long Live Rule Based Information Extraction Systems!

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Figure

Figure 1:Fraction of NLP conference papers fromEMNLP, ACL, and NAACL over 10 years that use ma-chine learning versus rule-based techniques to performentity extraction over text (left); the same breakdown forcommercial entity extraction vendors one year aft
Figure 2: The conference paper data (left-hand bar) fromFigure 1, broken down by year of publication
Table 2: Pros and Cons

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