| 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 |
| RankLLM: A Python Package for Reranking with LLMs | May 25, 2025 | Mixture-of-ExpertsRAG | CodeCode Available | 0 |
| 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 |
| SynDec: A Synthesize-then-Decode Approach for Arbitrary Textual Style Transfer via Large Language Models | May 19, 2025 | RerankingStyle Transfer | —Unverified | 0 |
| GeoVLM: Improving Automated Vehicle Geolocalisation Using Vision-Language Matching | May 19, 2025 | Cross-View Geo-LocalisationReranking | CodeCode Available | 0 |
| LLM-Based Compact Reranking with Document Features for Scientific Retrieval | May 19, 2025 | Large Language ModelReranking | —Unverified | 0 |
| Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models | May 14, 2025 | Code SummarizationReranking | CodeCode Available | 0 |
| GRADA: Graph-based Reranker against Adversarial Documents Attack | May 12, 2025 | Natural QuestionsRAG | CodeCode Available | 0 |
| OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval | May 10, 2025 | Cross-Modal RetrievalQuestion Answering | —Unverified | 0 |
| Prompt-Based LLMs for Position Bias-Aware Reranking in Personalized Recommendations | May 8, 2025 | PositionRecommendation Systems | CodeCode Available | 0 |
| QBD-RankedDataGen: Generating Custom Ranked Datasets for Improving Query-By-Document Search Using LLM-Reranking with Reduced Human Effort | May 7, 2025 | Information RetrievalReranking | —Unverified | 0 |
| Exploring the Role of Diversity in Example Selection for In-Context Learning | May 3, 2025 | DiversityIn-Context Learning | CodeCode Available | 0 |
| CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code | May 2, 2025 | ChunkingCode Generation | —Unverified | 0 |
| Comprehensive List Generation for Multi-Generator Reranking | Apr 22, 2025 | Reranking | —Unverified | 0 |
| Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators | Apr 21, 2025 | Code GenerationInstruction Following | CodeCode Available | 0 |
| Iterative Self-Training for Code Generation via Reinforced Re-Ranking | Apr 13, 2025 | Code GenerationReranking | —Unverified | 0 |
| Towards Efficient and Robust Moment Retrieval System: A Unified Framework for Multi-Granularity Models and Temporal Reranking | Apr 11, 2025 | Moment RetrievalQuestion Answering | —Unverified | 0 |
| Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise Insertion | Apr 9, 2025 | Computational EfficiencyDocument Ranking | —Unverified | 0 |
| How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs | Apr 5, 2025 | Information RetrievalPassage Reranking | —Unverified | 0 |
| Automating Personalization: Prompt Optimization for Recommendation Reranking | Apr 4, 2025 | PositionProfile Generation | —Unverified | 0 |
| Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models | Mar 26, 2025 | RerankingScript Generation | —Unverified | 0 |
| RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning | Mar 26, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |