RManLuo / graph-constrained-reasoning
Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".
☆58Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for graph-constrained-reasoning
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆43Updated last week
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆54Updated 9 months ago
- Code for our paper "Graph Language Models"☆59Updated 2 months ago
- Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs. In Proceedings of the 38th Annual Conferenc…☆24Updated 3 weeks ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆322Updated this week
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆249Updated 5 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆102Updated last year
- Code that implements efficient knowledge graph extraction from the textual descriptions☆145Updated last year
- Repo ISWC-2023 Tekgen Corpus Submission☆54Updated 6 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆152Updated 2 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆72Updated 3 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆98Updated 11 months ago
- Official implementation of A* Networks☆134Updated last year
- Official repository of FactKG☆50Updated 6 months ago
- LLMs4OL: Large Language Models for Ontology Learning☆94Updated last month
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆31Updated 2 months ago
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆39Updated 11 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆146Updated this week
- ☆18Updated 5 months ago
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆35Updated last year
- ☆30Updated 11 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆149Updated 3 months ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆16Updated 8 months ago
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆46Updated last year
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆55Updated 4 months ago
- Official repository for ODQA experiments from Decomposed Prompting: A Modular Approach for Solving Complex Tasks, ICLR23☆10Updated last year
- IntelliGraphs is a collection of graph datasets for benchmarking generative models for knowledge graphs.☆9Updated last month
- Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published …☆45Updated 10 months ago
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆33Updated last year
- A collection of resources on the topic of Complex Logical Query Answering☆168Updated last year