nju-websoft / KG2RAGLinks
Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025
☆77Updated 6 months ago
Alternatives and similar repositories for KG2RAG
Users that are interested in KG2RAG are comparing it to the libraries listed below
Sorting:
- ☆74Updated 6 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆70Updated 8 months ago
- ☆30Updated 8 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆272Updated 8 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆106Updated 2 years ago
- ☆135Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆207Updated last year
- ☆61Updated 8 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆194Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆154Updated 3 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆35Updated last year
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆71Updated 5 months ago
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆69Updated last year
- ☆44Updated 2 months ago
- ☆23Updated 5 months ago
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆49Updated 4 months ago
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆111Updated last month
- ☆23Updated 5 months ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆68Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆108Updated 7 months ago
- ☆58Updated 10 months ago
- [ACL'24] Official Implementation of the paper "Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs"(https:…☆44Updated 4 months ago
- Official repository of KG-GPT☆71Updated last year
- Graph Foundation Model for Retrieval Augmented Generation☆121Updated last month
- Official repository for RAG-Gym☆113Updated 6 months ago
- ☆23Updated 4 months ago
- Open replication of DeepSeek R1 for text-to-graph extraction.☆98Updated 7 months ago
- ☆65Updated 8 months ago
- ☆204Updated 5 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆61Updated 2 months ago