| Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems | Feb 25, 2025 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning | Feb 25, 2025 | Graph MatchingRetrieval | —Unverified | 0 |
| KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation | Feb 25, 2025 | Multi-hop Question AnsweringQuestion Answering | —Unverified | 0 |
| RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts | Feb 25, 2025 | RAGReranking | CodeCode Available | 2 |
| Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation | Feb 25, 2025 | ARCPassage Retrieval | —Unverified | 0 |
| ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents | Feb 25, 2025 | Question AnsweringRAG | CodeCode Available | 4 |
| 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 |
| Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference | Feb 25, 2025 | Question AnsweringRAG | CodeCode Available | 0 |
| FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA | Feb 25, 2025 | Question AnsweringRetrieval | —Unverified | 0 |
| MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks | Feb 25, 2025 | MisinformationQuestion Answering | CodeCode Available | 1 |
