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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 1701–1725 of 14297 papers

TitleStatusHype
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
LLMJudge: LLMs for Relevance JudgmentsCode1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge BasesCode1
Neural Retrievers are Biased Towards LLM-Generated ContentCode1
EgoLoc: Revisiting 3D Object Localization from Egocentric Videos with Visual QueriesCode1
Local Self-Attention over Long Text for Efficient Document RetrievalCode1
LoGG3D-Net: Locally Guided Global Descriptor Learning for 3D Place RecognitionCode1
Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge BasesCode1
Boosting Healthcare LLMs Through Retrieved ContextCode1
Agent-OM: Leveraging LLM Agents for Ontology MatchingCode1
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active LearningCode1
BachGAN: High-Resolution Image Synthesis from Salient Object LayoutCode1
Boosting vision transformers for image retrievalCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
Cross Modal Retrieval with Querybank NormalisationCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense EncodersCode1
LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical ParametersCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Low-rank Prompt Interaction for Continual Vision-Language RetrievalCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
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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