• DI@KDD2022
  • Call for Papers
  • Organization
  • Program
  • Keynote Talk
  • Accepted Papers

    Program


    Date/Time: 8-12pm, Sunday August 14, 2022, PDT

    Start TimeEnd TimeDurationTopicSession ChairSlidesVideo
    8:008:100:10Workshop Opening RemarksAni Nenkova––
    8:109:300:80Paper Presentation Session 1: Applications–––
    9:3010:000:30COFFEE BREAK–––
    10:0011:000:60Keynote Talk: William Wang - Learning to Reason with Text and Tables–––
    11:0011:550:55Presentation Session 2: Foundations–––
    11:5512:000:05Closing RemarksAni Nenkova––

    Paper Presentation Session 1: Applications

    TitleSlidesVideo
    FlowchartQA: The First Large Scale Benchmark for Reasoning Over Flowcharts––
    Document Summarization with Text Segmentation––
    Revisiting How to Focus: Triplet Attention for Joint Entity and Relation Extraction––
    DeeperDive: The Unreasonable Effectiveness of Weak Supervision in Document Understanding––
    Scientific Comparative Argument Generation––

    Presentation Session 2: Foundations

    TitleSlidesVideo
    Domain Agnostic Few-Shot Learning For Document Intelligence––
    BusiNet - a Light and Fast text Detection Network for Business Documents––
    Graph Attention Networks for Efficient Text Line Detection on Receipt-Layout Documents––
    Autonomous Character Score Fusion for Word Detection in Low-contrast Camera-captured Handwriting Text––