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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 5451–5475 of 14297 papers

TitleStatusHype
ComRAG: Retrieval-Augmented Generation with Dynamic Vector Stores for Real-time Community Question Answering in Industry—0
Assessing the behavior and performance of a supervised term-weighting technique for topic-based retrieval—0
From Retrieval to Generation: Comparing Different Approaches—0
From Retrieval to Generation: Efficient and Effective Entity Set Expansion—0
Fast Approximate K-Means via Cluster Closures—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
From Scattered Sources to Comprehensive Technology Landscape: A Recommendation-based Retrieval Approach—0
Concentric network symmetry grasps authors' styles in word adjacency networks—0
Guiding Data-Driven Design Ideation by Knowledge Distance—0
From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search—0
From Single Image Query to Detailed 3D Reconstruction—0
Concept Based vs. Pseudo Relevance Feedback Performance Evaluation for Information Retrieval System—0
From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression—0
ConceptCarve: Dynamic Realization of Evidence—0
Concept Embedding for Information Retrieval—0
RimiRec: Modeling Refined Multi-interest in Hierarchical Structure for Recommendation—0
From Visual Attributes to Adjectives through Decompositional Distributional Semantics—0
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes—0
Fast and Robust Structural Damage Analysis of Civil Infrastructure Using UAV Imagery—0
From Zero to Hero: How local curvature at artless initial conditions leads away from bad minima—0
Cognitive Dynamic Systems: A Technical Review of Cognitive Radar—0
ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval—0
Frustratingly Hard Evidence Retrieval for QA Over Books—0
Guided Unsupervised Learning by Subaperture Decomposition for Ocean SAR Image Retrieval—0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning—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