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  1. Github
    https://github.com/microsoft/table-transformer

    GitHub - microsoft/table-transformer: Table Transformer (TATR) is …

    • A deep learning model based on object detection for extracting tables from PDFs and images.
      First proposed in "PubTables-1M: Towards comprehe… 展开

    News

    08/22/2023: We have released 3 new pre-trained models for TATR-v1.1 (trained on 1. … 展开

    Github
    PubTables-1M

    The goal of PubTables-1M is to create a large, detailed, high-quality dataset for training and evaluating a wide variety of models for the tasks of table detection, table structure re… 展开

    Github
    Training and Evaluation Data

    PubTables-1M is available for download from Microsoft Research Open Data.
    We have also uploaded the full set of archives to Hugging Face.
    The dataset on … 展开

    Github
    Model Training

    The code trains models for 2 different sets of table extraction tasks:
    1.Table Detection
    2.Table Structure Recognition + Functional Analysis… 展开

    Github
    Evaluation

    The evaluation code computes standard object detection metrics (AP, AP50, etc.) for both the detection model and the structure model. When running evaluation for the structure model i… 展开

    Github
    反馈
    目录
    News
    PubTables-1M
    Training and Evaluation Data
    Model Training
    Evaluation
    Can machine learning extract table information accurately without labeled data?
     
  1. arXiv.org
    https://arxiv.org/abs/2105.06400

    TabLeX: A Benchmark Dataset for Structure and Content …

  2. arXiv.org
    https://arxiv.org/html/2409.05125v1

    PdfTable: A Unified Toolkit for Deep Learning-Based Table Extraction

  4. Github
    https://github.com/inquilabee/TableCV

    TableCV: Table extraction from images made easy.

    网页TableCV is a Python package designed to extract tables from images. It offers two approaches for extracting tables, allowing you to choose the one that best suits your needs.

  5. Hugging Face
    https://huggingface.co/docs/transformers/model_doc/table-transformer

    Table Transformer - Hugging Face

  6. Github
    https://github.com/salim-benhamadi/TabularOCR

    GitHub - salim-benhamadi/TabularOCR: TabularOCR is a Python …

  7. IEEE Xplore
    https://ieeexplore.ieee.org/document/9194497

    An OpenCV-based Framework for Table Information Extraction

  8. ACL Anthology
    https://aclanthology.org/2022.acl-long.180

    Text-to-Table: A New Way of Information Extraction

    网页4 天之前 · We study a new problem setting of information extraction (IE), referred to as text-to-table. In text-to-table, given a text, one creates a table or several tables expressing the main content of the text, while the …

  9. arXiv.org
    https://arxiv.org/abs/2305.14336

    Schema-Driven Information Extraction from Heterogeneous Tables

  10. Papers With Code
    https://paperswithcode.com/task/table-extraction

    Table Extraction - Papers With Code

  12. 某些结果已被删除