[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
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Updated
Jul 13, 2026 - Python
[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction
Awesome papers about unifying LLMs and KGs
拼好RAG:手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索;整合DeepSearch技术实现私域RAG的推理;自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction and search. Combine DeepSearch for private RAG reasoning. Create a custom evaluation framework for GraphRAG.
Insightful Tutorials and Papers about Knowledge Graphs
An Innovative Agent Framework Driven by KG Engine
基于Pytorch和torchtext的知识图谱深度学习框架。
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
Knowledge Graph Toolkit
Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".
Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024
[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion
Official code of the ACL 2025 paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"
[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs
[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction
OntoMerger is an ontology alignment library for deduplicating knowledge graph nodes that represent the same domain.
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