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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 2526–2550 of 14297 papers

TitleStatusHype
PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic ViewCode1
Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined TopicsCode1
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)Code1
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep NetworksCode1
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-LocalizationCode1
LayoutGMN: Neural Graph Matching for Structural Layout SimilarityCode1
Code Recommendation for Open Source Software DevelopersCode1
PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document RetrievalCode1
EAGER: Two-Stream Generative Recommender with Behavior-Semantic CollaborationCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Co-design Hardware and Algorithm for Vector SearchCode1
LCD -- Line Clustering and Description for Place RecognitionCode1
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
Partially Relevant Video RetrievalCode1
Passage Re-ranking with BERTCode1
Patapasco: A Python Framework for Cross-Language Information Retrieval ExperimentsCode1
Lawformer: A Pre-trained Language Model for Chinese Legal Long DocumentsCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
AI Literature Review SuiteCode1
LAVENDER: Unifying Video-Language Understanding as Masked Language ModelingCode1
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based FeaturesCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
PDC-Net+: Enhanced Probabilistic Dense Correspondence NetworkCode1
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight DetectionCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
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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