knowledge-graph-construction

There are 3 repositories under knowledge-graph-construction topic.

• quqxui / Awesome-LLM4IE-Papers

  Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

  cross-domain-learningdata-augmentationevent-argumentsevent-detectionevent-extractionfew-shot-learningin-context-learninginformation-extractionknowledge-graph-constructionlarge-language-modelsnamed-entity-recognitionrelation-extractionzero-shot-learning
  1022

• heathersherry / Knowledge-Graph-Tutorials-and-Papers

  Insightful Tutorials and Papers about Knowledge Graphs

  entity-linkingknowledge-baseknowledge-graphmmkgkgqaawesomeawesome-kgawesome-listinformation-extrationkgknowledge-graph-embeddingknowledge-graphsknowledge-graph-constructionknowledge-graph-reasoningdata-integrationknowledge-graph-completionknowledge-graph-question-answeringknowledge-graph-for-recommendationknowledge-graph-representation
  961

• zjunlp / AutoKG

  [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

  chatgptevent-extractiongpt4information-extractionknowledge-graphknowledge-graph-completionknowledge-graph-constructionlarge-language-modelslink-predictionrelation-extractionrelational-triple-extraction
  Language:Python 458
• sparql.anything

  SPARQL-Anything / sparql.anything

  SPARQL Anything is a system for Semantic Web re-engineering that allows users to ... query anything with SPARQL.

  sparqlsemantic-webrdfjsonknowledge-graph-constructionlinked-dataxmlcsv
  Language:Java 267

• shigapov / wikibase-knowledge-graphs

  A collection of open source tools and resources related to Wikibase knowledge graphs

  wikibasewikidataknowledge-graphknowledge-graphsknowledge-graph-construction
  73

• Addepto / graph_builder

  Open-source toolkit to extract structured knowledge graphs from documents and tables — power analytics, digital twins, and AI-driven assistants.

  caddigital-twindocument-processingenterprise-knowledge-graphfastapigraph-apigraph-databasegraph-extractiongraph-visualizationintelligent-document-processingintelligent-document-processorintelligent-document-recognitionknowledge-graph-constructionknowledge-graphspdf-table-extractionrag-chatbotsemantic-search
  Language:Python 56

• UB-Mannheim / RaiseWikibase

  Knowledge graph construction: Fast inserts into a Wikibase instance

  wikibaseknowledge-graphwikidataknowledgegraphknowledge-graph-constructionknowledge-graphs
  Language:Python 46

• LHRLAB / Text2NKG

  [NeurIPS 2024] Official resources of "Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction".

  hyper-relational-knowledge-graphknowledge-graph-constructionrelation-extractionfine-grainedhypergraphinformation-extraction
  Language:Python 32

• vsm / vsm-box

  Web-component for creating & showing VSM-sentences — Visual Syntax Method

  vsmknowledge-representationuser-interfacecurationontology-searchknowledge-graphknowledge-graph-constructionweb-component
  Language:JavaScript 30

• boschresearch / ExeKGLib

  Python library for Executable Machine Learning Knowledge Graphs

  data-scienceknowledge-graph-constructionmachine-learningmachine-learning-pipelinespython
  Language:Python 20

• hhy-huang / GraphJudge

  [EMNLP'25 main] This is the official repo for the paper, Can LLMs be Good Graph Judge for Knowledge Graph Construction?

  knowledge-graphknowledge-graph-constructionlarge-language-modelsopenie
  Language:Python 12

• robert-haas / kgw

  Knowledge graph workflows with Python.

  biomedical-data-sciencebiomedical-knowledge-graphknowledge-graphknowledge-graph-construction
  Language:Python 7

• yanqiangmiffy / game-knowledge-graph

  :video_game: 关于游戏的知识图谱

  knowledge-graphknowledge-graph-constructionkg
  Language:Python 7

• KGCP / paper2lkg

  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
  Language:Python 5

• RMLio / algemaploom-rs

  A framework to implement your own multilingual mapping engines based on mapping algebra

  knowledge-graph-constructionmapping-enginemapping-algebra
  Language:Rust 4

• RMLio / rmlweaver-js

  An algebraic mapping engine based on mapping algebra

  knowledge-graph-constructionmapping-datamapping-engine
  Language:JavaScript 4

• gary4512 / autocimkg

  Automatic Construction and Incremental Maintenance of Knowledge Graphs

  knowledge-graphknowledge-graph-constructionlarge-language-modelknowledge-management
  Language:Python 3

• nlp-tlp / puggle

  A Python package for working with the outputs of Information Extraction models and tools such as SPERT and QuickGraph.

  information-extractionknowledge-graph-constructionnatural-language-processing
  Language:Python 3

• alonsosilvaallende / 2024-PyData-Global

  Presentation at PyData Global: Building Knowledge Graph-Based Agents with Structured Text Generation and Open-Weights Models

  generative-aigraphragknowledge-graph-constructionllmsstructured-generationstructured-outputs
  Language:Jupyter Notebook 1

• CLScholar / CL-Scholar-Client

  Web Client for CL Scholar

  cl-scholarnatural-language-queriesknowledge-graph-construction
  Language:JavaScript 1

• CLScholar / CL-Scholar-Server

  API Server for CL Scholar

  cl-scholarknowledge-graph-constructionnatural-language-queries
  Language:Python 1

• GeorgiaKp / Knowledge_Graph_Recommendation_System

  knowledge-graph-constructionknowledge-graph-embeddingsopen-information-extraction
  Language:Jupyter Notebook 1

• miosomos / pykagcee

  Knowledge Graph Constructor for python projects.

  knowledge-graph-constructionneo4jsoftware-engineering
  Language:Python 1

• khalidhabiburahman / kgc-non-benchmark-employee

  Source code for experiments in the papers "Beyond Benchmarks: Assessing Knowledge Graph Completion Methods on Non-Benchmark Employee Data" (IEEE 2024, yet to be published)

  benchmarkbenchmark-datasetsknowledge-graphknowledge-graph-completionknowledge-graph-constructionknowledge-graph-embeddings
  Language:Jupyter Notebook 0

• mschroeder-github / kecs

  Knowledge Extraction from Classification Schemes

  human-in-the-looppersonal-knowledge-basefilesystemrdfknowledge-graph-construction
  Language:Java

• padieul / medical_kg_fusion

  A project on knowledge graph fusion in the medical domain implemented for the master practical module at Heidelberg University.

  knowledge-graph-constructionlangchain-pythonneo4jgraph-based-retrievalmedical-knowledgemedical-knowledge-graph
  Language:Jupyter Notebook

• SDM-TIB / Workshop_KGCV

  Knowledge Graph Creation and Validation Workshop

  knowledge-graphknowledge-graph-constructionknowledge-graph-validationrmlshacl
  Language:PLpgSQL

• wintechis / konverter

  konverter: A fast relational algebra engine for file-based enterprise knowledge graph construction.

  relational-algebrarmlrml-mappingknowledge-graphknowledge-graph-construction
  Language:C++