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@KGCP

Knowledge Graph Construction Pipeline

An ecosystem of related tools for Knowledge Graph Construction that aims to automate diverse tasks in a coherent pipeline

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  1. MEL-TNNT MEL-TNNT Public

    Metadata Extractor & Loader (MEL) ■ The NLP-NER Toolkit (TNNT)

    Python 22 1

  2. g0-Builder-J2RM g0-Builder-J2RM Public

    {g0-Builder + J2RM}: KG construction package

    Java 5

Repositories

Showing 8 of 8 repositories
  • paper2lkg Public

    A Local Knowledge Graph Construction (KGC) pipeline designed to transform individual academic papers into their structured local Knowledge Graph (KG) representations. The pipeline leverages Large Language Models (LLMs), particularly generative LLMs, to automate key Natural Language Processing (NLP) tasks in KGC.

    KGCP/paper2lkg’s past year of commit activity
    Python 0 0 0 0 Updated Feb 13, 2025
  • PARSE_DDM_Integration Public

    This is the PARSE+DDM pipelines integration

    KGCP/PARSE_DDM_Integration’s past year of commit activity
    Python 0 MIT 0 1 0 Updated Jan 5, 2025
  • DDM Public
    KGCP/DDM’s past year of commit activity
    Python 1 0 1 0 Updated Jan 3, 2025
  • SRRS Public

    SPARQL-based Relaxed Rule Specification

    KGCP/SRRS’s past year of commit activity
    Python 1 0 0 0 Updated Jul 30, 2024
  • PARSE Public

    Papers And Relationships Semantic Extraction

    KGCP/PARSE’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jul 30, 2023
  • MEL-TNNT Public

    Metadata Extractor & Loader (MEL) ■ The NLP-NER Toolkit (TNNT)

    KGCP/MEL-TNNT’s past year of commit activity
    Python 22 1 0 0 Updated Mar 13, 2023
  • g0-Builder-J2RM Public

    {g0-Builder + J2RM}: KG construction package

    KGCP/g0-Builder-J2RM’s past year of commit activity
    Java 5 0 0 0 Updated Jun 17, 2022
  • TNNT-performance-analysis Public

    Performance analysis of the Natural Language Processing (NLP) tools and Named-Entity Recognition (NER) models integrated into TNNT ("The NLP-NER Toolkit"). The analysis was based on public datasets. The followed methodology covered different aspects of comparison accuracy metrics (precision and recall) between dataset-model-category combinations…

    KGCP/TNNT-performance-analysis’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Feb 11, 2022

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