| RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts | Feb 25, 2025 | RAGReranking | CodeCode Available | 2 |
| Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts | Feb 24, 2025 | BenchmarkingFact Verification | CodeCode Available | 2 |
| LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant | Dec 2, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 2 |
| CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking | Dec 1, 2024 | Bug fixingCode Generation | CodeCode Available | 2 |
| INQUIRE: A Natural World Text-to-Image Retrieval Benchmark | Nov 4, 2024 | Image RetrievalReranking | CodeCode Available | 2 |
| EnCLAP++: Analyzing the EnCLAP Framework for Optimizing Automated Audio Captioning Performance | Sep 2, 2024 | AudioCapsAudio captioning | CodeCode Available | 2 |
| MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training | Jul 31, 2024 | RAGReranking | CodeCode Available | 2 |
| LitSearch: A Retrieval Benchmark for Scientific Literature Search | Jul 10, 2024 | ArticlesReranking | CodeCode Available | 2 |
| Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models | Jun 21, 2024 | Learning-To-RankPassage Ranking | CodeCode Available | 2 |
| FIRST: Faster Improved Listwise Reranking with Single Token Decoding | Jun 21, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 2 |
