| Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management | Jul 17, 2025 | Contrastive LearningData Augmentation | —Unverified | 0 |
| MCoT-RE: Multi-Faceted Chain-of-Thought and Re-Ranking for Training-Free Zero-Shot Composed Image Retrieval | Jul 17, 2025 | Image RetrievalRe-Ranking | —Unverified | 0 |
| CATVis: Context-Aware Thought Visualization | Jul 15, 2025 | cross-modal alignmentEEG | —Unverified | 0 |
| SAMURAI: Shape-Aware Multimodal Retrieval for 3D Object Identification | Jun 26, 2025 | 3D Object RetrievalObject | —Unverified | 0 |
| IRanker: Towards Ranking Foundation Model | Jun 25, 2025 | GSM8Kmodel | CodeCode Available | 1 |
| RAG-VisualRec: An Open Resource for Vision- and Text-Enhanced Retrieval-Augmented Generation in Recommendation | Jun 25, 2025 | Collaborative FilteringData Augmentation | CodeCode Available | 0 |
| RMIT-ADM+S at the SIGIR 2025 LiveRAG Challenge | Jun 17, 2025 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement | Jun 16, 2025 | document understandingQuestion Answering | CodeCode Available | 1 |
| CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models | Jun 14, 2025 | Collaborative FilteringRecommendation Systems | —Unverified | 0 |
| Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking | Jun 11, 2025 | Re-RankingRetrieval | CodeCode Available | 1 |
| ADAM: Autonomous Discovery and Annotation Model using LLMs for Context-Aware Annotations | Jun 10, 2025 | Objectobject-detection | —Unverified | 0 |
| Learning to Reason Across Parallel Samples for LLM Reasoning | Jun 10, 2025 | MathRe-Ranking | —Unverified | 0 |
| Locality Preserving Markovian Transition for Instance Retrieval | Jun 5, 2025 | Re-RankingRetrieval | —Unverified | 0 |
| NR4DER: Neural Re-ranking for Diversified Exercise Recommendation | Jun 1, 2025 | Re-Ranking | CodeCode Available | 0 |
| SA-Person: Text-Based Person Retrieval with Scene-aware Re-ranking | May 30, 2025 | Cross-Modal RetrievalPerson Retrieval | —Unverified | 0 |
| Learning Distributions over Permutations and Rankings with Factorized Representations | May 30, 2025 | Combinatorial OptimizationRe-Ranking | —Unverified | 0 |
| mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation | May 29, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking | May 29, 2025 | Large Language ModelRe-Ranking | —Unverified | 0 |
| REARANK: Reasoning Re-ranking Agent via Reinforcement Learning | May 26, 2025 | Data AugmentationInformation Retrieval | CodeCode Available | 1 |
| Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking | May 26, 2025 | Entity LinkingRe-Ranking | —Unverified | 0 |
| Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems | May 23, 2025 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains | May 21, 2025 | RAGRe-Ranking | —Unverified | 0 |
| R2MED: A Benchmark for Reasoning-Driven Medical Retrieval | May 20, 2025 | DiagnosticRe-Ranking | CodeCode Available | 1 |
| Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge Bases | May 14, 2025 | Knowledge GraphsMulti-hop Question Answering | CodeCode Available | 0 |
| Optimizing Retrieval-Augmented Generation: Analysis of Hyperparameter Impact on Performance and Efficiency | May 13, 2025 | ChunkingRAG | —Unverified | 0 |
