| Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking | Apr 4, 2025 | Document RankingInformation Retrieval | CodeCode Available | 1 |
| Exploring the Effectiveness of Multi-stage Fine-tuning for Cross-encoder Re-rankers | Mar 28, 2025 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| LOCORE: Image Re-ranking with Long-Context Sequence Modeling | Mar 27, 2025 | Image RetrievalRe-Ranking | CodeCode Available | 1 |
| GENIUS: A Generative Framework for Universal Multimodal Search | Mar 25, 2025 | Information RetrievalQuantization | CodeCode Available | 2 |
| Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities | Mar 19, 2025 | Document RankingGraph Learning | —Unverified | 0 |
| Long Context Modeling with Ranked Memory-Augmented Retrieval | Mar 19, 2025 | Information RetrievalLearning-To-Rank | —Unverified | 0 |
| Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model | Mar 13, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| External Knowledge Injection for CLIP-Based Class-Incremental Learning | Mar 11, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 2 |
| StructVPR++: Distill Structural and Semantic Knowledge with Weighting Samples for Visual Place Recognition | Mar 9, 2025 | Autonomous DrivingImage Retrieval | CodeCode Available | 0 |
| CarGait: Cross-Attention based Re-ranking for Gait recognition | Mar 5, 2025 | Gait RecognitionRe-Ranking | —Unverified | 0 |
| From Poses to Identity: Training-Free Person Re-Identification via Feature Centralization | Mar 2, 2025 | Cross-Modal Person Re-IdentificationPerson Re-Identification | CodeCode Available | 2 |
| The RAG Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems | Feb 28, 2025 | MisinformationRAG | —Unverified | 0 |
| Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems | Feb 26, 2025 | InformativenessRAG | —Unverified | 0 |
| Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking | Feb 25, 2025 | Line Segment DetectionRe-Ranking | —Unverified | 0 |
| SelaVPR++: Towards Seamless Adaptation of Foundation Models for Efficient Place Recognition | Feb 23, 2025 | Deep HashingGPU | CodeCode Available | 3 |
| ELIP: Enhanced Visual-Language Foundation Models for Image Retrieval | Feb 21, 2025 | Image RetrievalRe-Ranking | —Unverified | 0 |
| FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models | Feb 17, 2025 | RAGReranking | —Unverified | 0 |
| ILIAS: Instance-Level Image retrieval At Scale | Feb 17, 2025 | BenchmarkingImage Retrieval | CodeCode Available | 1 |
| Range and Bird's Eye View Fused Cross-Modal Visual Place Recognition | Feb 17, 2025 | Re-RankingTriplet | CodeCode Available | 1 |
| Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding | Feb 17, 2025 | Re-RankingRetrieval | —Unverified | 0 |
| Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto Frontier | Feb 17, 2025 | Exposure FairnessFairness | CodeCode Available | 0 |
| Quality-Aware Decoding: Unifying Quality Estimation and Decoding | Feb 12, 2025 | DecoderDocument Translation | —Unverified | 0 |
| Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation | Feb 4, 2025 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution | Feb 3, 2025 | Chart Question AnsweringQuestion Answering | —Unverified | 0 |
| Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking | Feb 1, 2025 | Profile GenerationRecommendation Systems | —Unverified | 0 |
| Matryoshka Re-Ranker: A Flexible Re-Ranking Architecture With Configurable Depth and Width | Jan 27, 2025 | Re-Ranking | —Unverified | 0 |
| ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval | Jan 25, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Re-ranking Using Large Language Models for Mitigating Exposure to Harmful Content on Social Media Platforms | Jan 23, 2025 | Re-Ranking | —Unverified | 0 |
| RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering | Jan 23, 2025 | DecoderInformation Retrieval | CodeCode Available | 0 |
| Assisting Mathematical Formalization with A Learning-based Premise Retriever | Jan 21, 2025 | Contrastive LearningRe-Ranking | CodeCode Available | 1 |
| A Flexible and Scalable Framework for Video Moment Search | Jan 9, 2025 | Moment RetrievalRe-Ranking | CodeCode Available | 1 |
| Re-ranking the Context for Multimodal Retrieval Augmented Generation | Jan 8, 2025 | RAGRe-Ranking | —Unverified | 0 |
| Multilingual Open QA on the MIA Shared Task | Jan 7, 2025 | Cross-Lingual Information RetrievalInformation Retrieval | —Unverified | 0 |
| Cheb-GR: Rethinking K-nearest Neighbor Search in Re-ranking for Person Re-identification | Jan 1, 2025 | Person Re-IdentificationRe-Ranking | —Unverified | 0 |
| Pre-training, Fine-tuning and Re-ranking: A Three-Stage Framework for Legal Question Answering | Dec 27, 2024 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Improving Generated and Retrieved Knowledge Combination Through Zero-shot Generation | Dec 25, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| EMPRA: Embedding Perturbation Rank Attack against Neural Ranking Models | Dec 20, 2024 | Adversarial TextInformation Retrieval | CodeCode Available | 0 |
| Denoising Nearest Neighbor Graph via Continuous CRF for Visual Re-ranking without Fine-tuning | Dec 18, 2024 | DenoisingPerson Re-Identification | —Unverified | 0 |
| LitLLMs, LLMs for Literature Review: Are we there yet? | Dec 15, 2024 | Re-RankingRetrieval | —Unverified | 0 |
| RAG-based Question Answering over Heterogeneous Data and Text | Dec 10, 2024 | Answer GenerationKnowledge Graphs | —Unverified | 0 |
| Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone | Dec 9, 2024 | global-optimizationImitation Learning | —Unverified | 0 |
| Semantic Retrieval at Walmart | Dec 5, 2024 | Re-RankingRetrieval | —Unverified | 0 |
| Time-Reversal Provides Unsupervised Feedback to LLMs | Dec 3, 2024 | Passage RetrievalRe-Ranking | —Unverified | 0 |
| EDTformer: An Efficient Decoder Transformer for Visual Place Recognition | Dec 1, 2024 | DecoderRe-Ranking | CodeCode Available | 1 |
| FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided Platforms | Nov 30, 2024 | FairnessRecommendation Systems | CodeCode Available | 0 |
| Task Progressive Curriculum Learning for Robust Visual Question Answering | Nov 26, 2024 | Data AugmentationEnsemble Learning | —Unverified | 0 |
| SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search | Nov 19, 2024 | QuantizationRe-Ranking | CodeCode Available | 2 |
| Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events | Nov 19, 2024 | ArticlesReranking | —Unverified | 0 |
| Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion | Nov 12, 2024 | Knowledge Graph CompletionLanguage Modeling | —Unverified | 0 |
| Lightning IR: Straightforward Fine-tuning and Inference of Transformer-based Language Models for Information Retrieval | Nov 7, 2024 | Information RetrievalRe-Ranking | CodeCode Available | 2 |