| MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search | Mar 26, 2025 | Decision MakingRAG | CodeCode Available | 2 | 5 |
| ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents | Feb 21, 2024 | Active LearningPosition | CodeCode Available | 2 | 5 |
| AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval | Apr 9, 2024 | AllInformation Retrieval | 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 |
| LitLLM: A Toolkit for Scientific Literature Review | Feb 2, 2024 | RAGRetrieval | CodeCode Available | 2 | 5 |
| LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal Domain | Aug 19, 2024 | RAGRetrieval | CodeCode Available | 2 | 5 |
| Learning to Filter Context for Retrieval-Augmented Generation | Nov 14, 2023 | Extractive Question-AnsweringFact Verification | CodeCode Available | 2 | 5 |
| ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems | Nov 16, 2023 | RAGRetrieval | 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 |
| LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation | Jan 30, 2024 | HallucinationKnowledge Distillation | CodeCode Available | 2 | 5 |
