首页|Patent Issued for Systems and methods for dynamically displaying a user interfac e of an evaluation system processing textual data (USPTO 11972217)
Patent Issued for Systems and methods for dynamically displaying a user interfac e of an evaluation system processing textual data (USPTO 11972217)
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From the background information supplied by the inventors, news correspondents o btained the following quote: “2. BACKGROUND “Certain embodiments of the present invention are directed to evaluation systems processing textual data. More particularly, some embodiments of the present inv ention provide systems and methods for dynamically displaying a user interface o f an evaluation system processing textual data. “With the demands on processing textual data and natural language data ever incr easing, machine learning (ML) systems are typically employed in analyzing and ca tegorizing the textual and natural language data and other information included in large numbers of documents and files. To ensure that results predicted by ML systems adhere to user-specified accuracy and tolerance targets, results are sub jected to external evaluation. However, conventional evaluation systems employed for reviewing the predicted results typically involve multiple rounds of review by human experts. Furthermore, conventional evaluation systems generally requir e human experts, on a continuous basis, review different regions of interest wit hin the documents, identify inaccuracies regarding the predicted results, and/or correct the predicted results. The continuous review by human experts is labor intensive, time-consuming, and increases in cost with the number of results that need to be evaluated increasing.
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