| Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria Reranking | Mar 14, 2025 | AllLarge Language Model | CodeCode Available | 13 |
| Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models | Jun 5, 2025 | RerankingRetrieval | CodeCode Available | 5 |
| MTEB: Massive Text Embedding Benchmark | Oct 13, 2022 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations | Oct 14, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 4 |
| ReChorus2.0: A Modular and Task-Flexible Recommendation Library | May 28, 2024 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 4 |
| Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation | Feb 4, 2025 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning | Mar 8, 2025 | Reranking | CodeCode Available | 3 |
| RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts | Feb 25, 2025 | RAGReranking | CodeCode Available | 2 |
| RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models | Sep 26, 2023 | Information RetrievalReranking | CodeCode Available | 2 |
| LitSearch: A Retrieval Benchmark for Scientific Literature Search | Jul 10, 2024 | ArticlesReranking | CodeCode Available | 2 |
| Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision | Mar 14, 2024 | MathReinforcement Learning (RL) | CodeCode Available | 2 |
| Rank1: Test-Time Compute for Reranking in Information Retrieval | Feb 25, 2025 | Information RetrievalInstruction Following | CodeCode Available | 2 |
| Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models | Jun 21, 2024 | Learning-To-RankPassage Ranking | CodeCode Available | 2 |
| Pretrained Transformers for Text Ranking: BERT and Beyond | Oct 13, 2020 | Information RetrievalReranking | CodeCode Available | 2 |
| Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts | Feb 24, 2025 | BenchmarkingFact Verification | CodeCode Available | 2 |
| Global Features are All You Need for Image Retrieval and Reranking | Aug 14, 2023 | AllImage Retrieval | CodeCode Available | 2 |
| ARAGOG: Advanced RAG Output Grading | Apr 1, 2024 | Document EmbeddingLanguage Modeling | CodeCode Available | 2 |
| GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models | Dec 20, 2021 | DiversityImage Generation | CodeCode Available | 2 |
| CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking | Dec 1, 2024 | Bug fixingCode Generation | CodeCode Available | 2 |
| LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant | Dec 2, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 2 |
| EnCLAP++: Analyzing the EnCLAP Framework for Optimizing Automated Audio Captioning Performance | Sep 2, 2024 | AudioCapsAudio captioning | CodeCode Available | 2 |
| LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking | Apr 10, 2025 | RerankingRetrieval-augmented Generation | 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 |
| DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation | May 12, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| FIRST: Faster Improved Listwise Reranking with Single Token Decoding | Jun 21, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 2 |
