LIU-Hao-2002 / HopRAG
☆11Updated last week
Alternatives and similar repositories for HopRAG:
Users that are interested in HopRAG are comparing it to the libraries listed below
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆31Updated 2 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆63Updated 2 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆51Updated 2 months ago
- Code for "Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models", ICLR 2024 Oral.☆20Updated 11 months ago
- [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"☆117Updated 4 months ago
- ☆61Updated 2 months ago
- ☆17Updated 6 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 8 months ago
- KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search☆18Updated this week
- ☆36Updated last week
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆121Updated 7 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆100Updated 6 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆50Updated 5 months ago
- ☆16Updated 6 months ago
- ☆29Updated 7 months ago
- ☆69Updated last year
- Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆19Updated 5 months ago
- Official repository of FactKG☆56Updated last month
- ☆14Updated 9 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆52Updated 5 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆35Updated 7 months ago
- Official repository for "PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning"☆26Updated last week
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆106Updated last year
- Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)☆29Updated last month
- Official Repo of SimTeG☆41Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆229Updated 3 months ago
- ☆14Updated 11 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆179Updated 10 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper☆131Updated last month
- Official repository for RAG-Gym☆52Updated 3 weeks ago