| RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on Graphs | Mar 25, 2025 | Abstract generation | CodeCode Available | 2 | 5 |
| Benchmarking Large Language Models in Retrieval-Augmented Generation | Sep 4, 2023 | Benchmarkingcounterfactual | CodeCode Available | 2 | 5 |
| LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language Models | Jan 5, 2025 | Decision MakingRAG | CodeCode Available | 2 | 5 |
| Active Retrieval Augmented Generation | May 11, 2023 | RetrievalRetrieval-augmented Generation | CodeCode Available | 2 | 5 |
| Learning to Filter Context for Retrieval-Augmented Generation | Nov 14, 2023 | Extractive Question-AnsweringFact Verification | CodeCode Available | 2 | 5 |
| Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications | Oct 29, 2024 | Image RetrievalRAG | CodeCode Available | 2 | 5 |
| Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning | May 27, 2024 | Question AnsweringRAG | CodeCode Available | 2 | 5 |
| Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA | Jun 25, 2024 | BenchmarkingLong-Context Understanding | CodeCode Available | 2 | 5 |
| 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 | 5 |
| ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents | Feb 21, 2024 | Active LearningPosition | CodeCode Available | 2 | 5 |
