| LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search | Oct 24, 2024 | ClusteringGPU | CodeCode Available | 2 |
| LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking | Apr 10, 2025 | RerankingRetrieval-augmented Generation | CodeCode Available | 2 |
| LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation | Jan 30, 2024 | HallucinationKnowledge Distillation | CodeCode Available | 2 |
| LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 2 |
| LitLLM: A Toolkit for Scientific Literature Review | Feb 2, 2024 | RAGRetrieval | CodeCode Available | 2 |
| LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering | Oct 23, 2024 | ChunkingQuestion Answering | CodeCode Available | 2 |
| MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search | Mar 26, 2025 | Decision MakingRAG | CodeCode Available | 2 |
| LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language Models | Jan 5, 2025 | Decision MakingRAG | CodeCode Available | 2 |
| CodeRAG-Bench: Can Retrieval Augment Code Generation? | Jun 20, 2024 | Code GenerationRAG | CodeCode Available | 2 |
| Learning to Filter Context for Retrieval-Augmented Generation | Nov 14, 2023 | Extractive Question-AnsweringFact Verification | CodeCode Available | 2 |
