ngl567 / KGR-SurveyLinks
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
☆70Updated 4 months ago
Alternatives and similar repositories for KGR-Survey
Users that are interested in KGR-Survey are comparing it to the libraries listed below
Sorting:
- Document-level Retrieval Augmented Knowledge Graph Construction☆186Updated last month
- ☆25Updated 6 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆126Updated 9 months ago
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆127Updated 3 months ago
- "Hyper-RAG: Combating LLM Hallucinations using Hypergraph-Driven Retrieval-Augmented Generation" by Yifan Feng, Hao Hu, Xingliang Hou, Sh…☆209Updated 2 weeks ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆96Updated 8 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆80Updated 10 months ago
- ☆90Updated 9 months ago
- A factory for building advanced RAG pipelines including GraphRAG and Multi-modal RAG☆49Updated last month
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆251Updated 2 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆208Updated last year
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆73Updated 7 months ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆136Updated last year
- Open replication of DeepSeek R1 for text-to-graph extraction.☆99Updated 9 months ago
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆166Updated 3 weeks ago
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆50Updated 6 months ago
- Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education☆40Updated last year
- An interactive thinking and deep reasoning model. It provides a cognitive reasoning paradigm for complex multi-hop problems.☆74Updated last week
- ☆25Updated 7 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆220Updated last year
- ☆111Updated 3 months ago
- Efficient Automated Knowledge Graph Generation for Large Language Models☆128Updated last year
- Build Neo4J Knowledge Graphs from Excel files☆22Updated last year
- ☆25Updated 8 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆287Updated 10 months ago
- ☆155Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆185Updated 6 months ago
- Repo for for paper "AgentRE: An Agent-Based Framework for Navigating Complex Information Landscapes in Relation Extraction".☆73Updated last year
- [ACL'24] Official Implementation of the paper "Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs"(https:…☆45Updated 7 months ago
- This is the official repo for GraphRAG-Bench: Challenging Domain-Specific Reasoning for Evaluating Graph Retrieval-Augmented Generation☆52Updated 3 months ago