ENCODER-DECODER TRANSFORMER FOR TABLE GENERATION

Systems and methods for generating tables are provided. The systems and methods perform operations comprising accessing a text document comprising a plurality of strings; processing the text document by a machine learning model to generate a table comprising a plurality of entries that organizes the...

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Hauptverfasser: Turski, Michal, Jurkiewicz, Dawid Andrzej, Szyndler, Karolina, Palka, Gabriela Klaudia, Dwojak, Tomasz, Garncarek, Lukasz Slawomir, Borchmann, Lukasz Konrad, Pietruszka, Michal Waldemar
Format: Patent
Sprache:eng
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Zusammenfassung:Systems and methods for generating tables are provided. The systems and methods perform operations comprising accessing a text document comprising a plurality of strings; processing the text document by a machine learning model to generate a table comprising a plurality of entries that organizes the plurality of strings into rows and columns over a plurality of iterations; and at each of the plurality of iterations, estimating by the machine learning model a first value of a first entry of the plurality of entries based on a second value of a second entry of the plurality of entries that has been determined in a prior iteration.