RManLuo / graph-constrained-reasoningLinks
Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".
☆233Updated 8 months ago
Alternatives and similar repositories for graph-constrained-reasoning
Users that are interested in graph-constrained-reasoning are comparing it to the libraries listed below
Sorting:
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆492Updated 10 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆88Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆295Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆150Updated last year
- [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation☆211Updated last week
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆227Updated last year
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆408Updated last year
- ☆261Updated 10 months ago
- ☆325Updated 11 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆525Updated 10 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆77Updated 10 months ago
- ☆58Updated 6 months ago
- ☆105Updated 11 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆466Updated last year
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆138Updated 2 months ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆115Updated 11 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Updated last year
- ☆534Updated 10 months ago
- ☆26Updated 10 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆70Updated last year
- ☆167Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆111Updated 2 years ago
- A collection of resources on multimodal knowledge graph, including datasets, papers and contests.☆230Updated 10 months ago
- ☆32Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆74Updated 2 years ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆38Updated last year
- Efficient Automated Knowledge Graph Generation for Large Language Models☆134Updated 3 weeks ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆141Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆80Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆372Updated last year