| Learning to Filter Context for Retrieval-Augmented Generation | Nov 14, 2023 | Extractive Question-AnsweringFact Verification | CodeCode Available | 2 |
| LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers | Feb 25, 2025 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 2 |
| LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search | Oct 24, 2024 | ClusteringGPU | CodeCode Available | 2 |
| KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model | Jan 2, 2025 | MTEB BenchmarkRetrieval-augmented Generation | CodeCode Available | 2 |
| cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree | Jun 18, 2025 | ChunkingCode Generation | CodeCode Available | 2 |
| RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on Graphs | Mar 25, 2025 | Abstract generation | CodeCode Available | 2 |
| Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challenge | Nov 23, 2024 | RAGRetrieval | CodeCode Available | 2 |
| 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 |
| InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales | Jun 19, 2024 | DenoisingIn-Context Learning | CodeCode Available | 2 |
| Knowledge Graph-Guided Retrieval Augmented Generation | Feb 8, 2025 | DiversityHallucination | CodeCode Available | 2 |
