| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | May 30, 2024 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 3 | 5 |
| PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models | Feb 12, 2024 | Answer GenerationHallucination | CodeCode Available | 3 | 5 |
| Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook | Mar 23, 2025 | 3D GenerationMedical Report Generation | CodeCode Available | 3 | 5 |
| DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation | May 12, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 | 5 |
| MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training | Jul 31, 2024 | RAGReranking | CodeCode Available | 2 | 5 |
| Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse | Sep 17, 2024 | In-Context LearningRAG | CodeCode Available | 2 | 5 |
| LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering | Oct 23, 2024 | ChunkingQuestion Answering | CodeCode Available | 2 | 5 |
| LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search | Oct 24, 2024 | ClusteringGPU | CodeCode Available | 2 | 5 |
| LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking | Apr 10, 2025 | RerankingRetrieval-augmented Generation | CodeCode Available | 2 | 5 |
| DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models | Mar 15, 2024 | RAGRetrieval | CodeCode Available | 2 | 5 |
