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@KGCP Knowledge Graph Construction Pipeline

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    8 repositories

    • DDM_PARSE_Fusion

      Public
      This is the PARSE+DDM pipelines integration
      Python
      •
      MIT License
      •0•0•1•0•Updated Feb 21, 2025Feb 21, 2025

    • 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.
      knowledge-graphknowledge-graph-constructionlarge-language-models
      Python
      •
      MIT License
      •0•1•0•0•Updated Feb 20, 2025Feb 20, 2025

    • DDM

      Public
      Python
      •0•1•1•0•Updated Jan 3, 2025Jan 3, 2025

    • SRRS

      Public
      SPARQL-based Relaxed Rule Specification
      Python
      •0•1•0•0•Updated Jul 30, 2024Jul 30, 2024

    • PARSE

      Public
      Papers And Relationships Semantic Extraction
      Python
      •
      MIT License
      •0•1•0•0•Updated Jul 30, 2023Jul 30, 2023

    • MEL-TNNT

      Public
      Metadata Extractor & Loader (MEL) ■ The NLP-NER Toolkit (TNNT)
      pipelinemetadata-extractionnlp-nernlpnatural-language-processingnamed-entity-recognition
      Python
      •
      Other
      •1•22•0•0•Updated Mar 13, 2023Mar 13, 2023

    • g0-Builder-J2RM

      Public
      {g0-Builder + J2RM}: KG construction package
      json-dataknowledge-graphowl-ontologyrdf-graphmappingservicerdfsemantic-web
      Java
      •
      Other
      •0•5•0•0•Updated Jun 17, 2022Jun 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…
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 11, 2022Feb 11, 2022