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1. Graph-R1 Graph-R1 Public

   Graph-R1: Incentivizing Reasoning-on-Graph Capability in LLM via Reinforcement Learning

   Python 7 1

2. HyperGraphRAG HyperGraphRAG Public

   HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation

   Python 18

3. KBQA-o1 KBQA-o1 Public

   KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search

   Python 18

4. Text2NKG Text2NKG Public

   [NeurIPS 2024] Official resources of "Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction".

   Python 21 3

5. ChatKBQA ChatKBQA Public

   [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".

   Python 292 25

6. HAHE HAHE Public

   [ACL 2023] Official resources of "HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level".

   Python 16 5