• 专利标题: GREEDY INFERENCE FOR RESOURCE-EFFICIENT MATCHING OF ENTITIES
  • 申请号: US17455046
    申请日: 2021-11-16
  • 公开(公告)号: US20230153382A1
    公开(公告)日: 2023-05-18
  • 发明人: Sundeep Gullapudi
  • 申请人: SAP SE
  • 申请人地址: DE Walldorf
  • 专利权人: SAP SE
  • 当前专利权人: SAP SE
  • 当前专利权人地址: DE Walldorf
  • 主分类号: G06K9/62
  • IPC分类号: G06K9/62 G06N7/00
GREEDY INFERENCE FOR RESOURCE-EFFICIENT MATCHING OF ENTITIES
摘要:
Methods, systems, and computer-readable storage media for determining a set of potential probability thresholds based on a set of inference results provided by processing testing data through the ML model, for each potential probability threshold in the set of potential probability thresholds, determining an accuracy, selecting a probability threshold from the set of potential probability thresholds, processing an inference job including sets of entity pairs through the ML model to assign a label to each entity pair in the sets of entity pairs, each label being associated with a probability and including a type of multiple types, and for each entity pair having a label of one or more specified types, selectively removing an entity of the entity pair from further processing of the inference job by the ML model based on whether the probability associated with the label meets or exceeds the probability threshold.
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