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| HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning | Dec 5, 2024 | Contrastive LearningDocument Classification | CodeCode Available | 1 |
| Graph RAG-Tool Fusion | Feb 11, 2025 | RAGRetrieval | CodeCode Available | 1 |
| Graph World Model | Jul 14, 2025 | Graph Learningmodel | CodeCode Available | 1 |
| Hierarchical Document Refinement for Long-context Retrieval-augmented Generation | May 15, 2025 | Multi-Task LearningRAG | CodeCode Available | 1 |
| Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning | Jun 4, 2025 | Retrieval-augmented Generation | CodeCode Available | 1 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| Block-Attention for Efficient RAG | Sep 14, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| G-RAG: Knowledge Expansion in Material Science | Nov 21, 2024 | Information RetrievalRAG | CodeCode Available | 1 |