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Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

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Showing 851–875 of 14297 papers

TitleStatusHype
Retrieval-Augmented Generation with Hierarchical KnowledgeCode4
Exploring the best way for UAV visual localization under Low-altitude Multi-view Observation Condition: a BenchmarkCode2
Object-Aware DINO (Oh-A-Dino): Enhancing Self-Supervised Representations for Multi-Object Instance Retrieval—0
Conversational Gold: Evaluating Personalized Conversational Search System using Gold NuggetsCode0
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation SystemCode3
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement LearningCode7
Revisiting Medical Image Retrieval via Knowledge Consolidation—0
Representation Retrieval Learning for Heterogeneous Data Integration—0
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment—0
VLog: Video-Language Models by Generative Retrieval of Narration VocabularyCode4
Considering Length Diversity in Retrieval-Augmented SummarizationCode0
Word2winners at SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim RetrievalCode0
Memory-enhanced Retrieval Augmentation for Long Video Understanding—0
GarmentPile: Point-Level Visual Affordance Guided Retrieval and Adaptation for Cluttered Garments Manipulation—0
Quality Over Quantity? LLM-Based Curation for a Data-Efficient Audio-Video Foundation Model—0
MaRI: Material Retrieval Integration across Domains—0
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity DocumentsCode0
LongEval at CLEF 2025: Longitudinal Evaluation of IR Model Performance—0
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning—0
A Survey on Knowledge-Oriented Retrieval-Augmented Generation—0
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language ModelsCode4
MultiConIR: Towards multi-condition Information RetrievalCode0
In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents—0
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models—0
SignRep: Enhancing Self-Supervised Sign Representations—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified