公开(公告)号：US20240242024A1

公开(公告)日：2024-07-18

申请号：US18179767

申请日：2023-03-07

申请人： JPMORGAN CHASE BANK, N.A.

发明人： Sae Young MOON ,  Lili TAO ,  Sean MORAN ,  Kostis GOURGOULIAS

IPC分类号： G06F40/18 ,  G06F16/22 ,  G06F40/126 ,  G06F40/183

CPC分类号： G06F40/18 ,  G06F16/2237 ,  G06F40/126 ,  G06F40/183

摘要： Systems and methods for generating contextual table embeddings for tabular data are disclosed. In one embodiment, a method may include: receiving, by a table embedding computer program, an input table comprising a plurality of cells; separating, by the table embedding computer program, the cells in the input table by data type, wherein the data type comprises a text data type or a numeric data type; embedding, by the table embedding computer program, the data type in each cell of the input table; enhancing, by the table embedding computer program, the cells of the input table based on a position and/or the data type; generating, by the table embedding computer program, contextual embeddings for the input table using an encoder of a table transformer; and generating, by the table embedding computer program, a table summary for the contextual embeddings using a decoder for the table transformer.