Alternatives and similar repositories for KG-ICL

Users that are interested in KG-ICL are comparing it to the libraries listed below

• RManLuo / ChatRule
  Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.
  ☆68Updated last year
• RManLuo / graph-constrained-reasoning
  Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…
  ☆154Updated 3 months ago
• Akirato / LLM-KG-Reasoning
  We want to try and evaluate LLMs using Knowledge Graphs
  ☆106Updated 2 years ago
• zjukg / KoPA
  [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
  ☆194Updated last year
• Graph-COM / SubgraphRAG
  [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
  ☆108Updated 7 months ago
• zjunlp / Relphormer
  [Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
  ☆138Updated last year
• quqxui / MPIKGC
  [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
  ☆49Updated 4 months ago
• liyichen-cly / PoG
  [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
  ☆70Updated 8 months ago
• WEIYanbin1999 / KICGPT
  [EMNLP 2023] KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion
  ☆50Updated last year
• GasolSun36 / ToG
  [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
  ☆207Updated last year
• stmrdus / tkger
  Some papers on Temporal Knowledge Graph Embedding and Reasoning
  ☆76Updated last week
• DeepGraphLearning / AStarNet
  Official implementation of A* Networks
  ☆147Updated 2 years ago
• PeterGriffinJin / Graph-CoT
  Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
  ☆272Updated 8 months ago
• cmavro / GNN-RAG
  GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning
  ☆358Updated last year
• HuieL / GRAG
  ☆44Updated 2 months ago
• nju-websoft / KG2RAG
  Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025
  ☆77Updated 6 months ago
• DataArcTech / ToG-2
  ☆74Updated 6 months ago
• RManLuo / reasoning-on-graphs
  Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
  ☆443Updated 6 months ago
• LHRLAB / NQE
  [AAAI 2023] Official resources of "NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs".
  ☆25Updated 3 weeks ago
• zjukg / LPKG
  ☆23Updated 5 months ago
• mistyreed63849 / Graph-LLM
  GraphLLM: Boosting Graph Reasoning Ability of Large Language Model
  ☆113Updated last year
• microsoft / HittER
  Hierarchical Transformers for Knowledge Graph Embeddings (EMNLP 2021)
  ☆82Updated last year
• yao8839836 / kg-llm
  Exploring large language models for knowledge graph completion. ICASSP 2025
  ☆140Updated 3 weeks ago
• reml-group / DoG
  ☆23Updated 5 months ago
• clear-nus / edc
  ☆135Updated last year
• meettyj / GNP
  Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".
  ☆47Updated 7 months ago
• LARS-research / RelEns
  Relation-aware Ensemble Learning for Knowledge Graph Embedding. EMNLP. 2023
  ☆24Updated last year
• HKUDS / HiGPT
  [KDD'2024] "HiGPT: Heterogenous Graph Language Models"
  ☆136Updated last year
• xiongbo010 / NestE
  PyTorch implementation of the paper "NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning" (AAAI'24)
  ☆14Updated last year
• wjn1996 / InstructGraph
  A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf
  ☆78Updated last year