| Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers | Jul 8, 2025 | Information RetrievalReranking | CodeCode Available | 0 |
| SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression | Jul 8, 2025 | Evidence SelectionRAG | —Unverified | 0 |
| Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval | Jun 28, 2025 | Cross-Modal RetrievalImage Captioning | —Unverified | 0 |
| JointRank: Rank Large Set with Single Pass | Jun 27, 2025 | Information RetrievalReranking | CodeCode Available | 0 |
| Leveraging LLM-Assisted Query Understanding for Live Retrieval-Augmented Generation | Jun 26, 2025 | RAGReranking | —Unverified | 0 |
| SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization | Jun 25, 2025 | Code GenerationHumanEval | —Unverified | 0 |
| Knowledge-Aware Diverse Reranking for Cross-Source Question Answering | Jun 25, 2025 | Question AnsweringRAG | —Unverified | 0 |
| AI Assistants to Enhance and Exploit the PETSc Knowledge Base | Jun 25, 2025 | RAGReranking | —Unverified | 0 |
| InsertRank: LLMs can reason over BM25 scores to Improve Listwise Reranking | Jun 17, 2025 | Information RetrievalReranking | —Unverified | 0 |
| MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval | Jun 14, 2025 | Instruction FollowingMultimodal Reasoning | CodeCode Available | 0 |
| Constructing and Evaluating Declarative RAG Pipelines in PyTerrier | Jun 12, 2025 | Natural QuestionsRAG | CodeCode Available | 1 |
| MEMETRON: Metaheuristic Mechanisms for Test-time Response Optimization of Large Language Models | Jun 10, 2025 | Reranking | —Unverified | 0 |
| Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning | Jun 9, 2025 | ChunkingQuestion Generation | —Unverified | 0 |
| Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models | Jun 5, 2025 | RerankingRetrieval | CodeCode Available | 5 |
| REARANK: Reasoning Re-ranking Agent via Reinforcement Learning | May 26, 2025 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| RankLLM: A Python Package for Reranking with LLMs | May 25, 2025 | Mixture-of-ExpertsRAG | —Unverified | 0 |
| AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking | May 24, 2025 | RerankingRetrieval | CodeCode Available | 1 |
| Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing | May 23, 2025 | de novo peptide sequencingReranking | CodeCode Available | 1 |
| Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary? | May 22, 2025 | Information RetrievalPassage Reranking | —Unverified | 0 |
| Reranking with Compressed Document Representation | May 21, 2025 | RAGReranking | —Unverified | 0 |
| Rank-K: Test-Time Reasoning for Listwise Reranking | May 20, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| LLM-Based Compact Reranking with Document Features for Scientific Retrieval | May 19, 2025 | Large Language ModelReranking | —Unverified | 0 |
| GeoVLM: Improving Automated Vehicle Geolocalisation Using Vision-Language Matching | May 19, 2025 | Cross-View Geo-LocalisationReranking | CodeCode Available | 0 |
| SynDec: A Synthesize-then-Decode Approach for Arbitrary Textual Style Transfer via Large Language Models | May 19, 2025 | RerankingStyle Transfer | —Unverified | 0 |
| Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models | May 14, 2025 | Code SummarizationReranking | CodeCode Available | 0 |