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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 5826–5850 of 14297 papers

TitleStatusHype
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime—0
Solving morphological analogies: from retrieval to generationCode0
If At First You Don't Succeed: Test Time Re-ranking for Zero-shot, Cross-domain Retrieval—0
Adaptive Cross Batch Normalization for Metric Learning—0
Asymmetric Image Retrieval with Cross Model Compatible Ensembles—0
Hindi as a Second Language: Improving Visually Grounded Speech with Semantically Similar Samples—0
Perfect Match in Video Retrieval—0
Free-Form Multi-Modal Multimedia Retrieval (4MR)—0
BEVERS: A General, Simple, and Performant Framework for Automatic Fact Verification—0
Multimodal Image-Text Matching Improves Retrieval-based Chest X-Ray Report GenerationCode1
AnnoLLM: Making Large Language Models to Be Better Crowdsourced AnnotatorsCode4
Bi-directional Training for Composed Image Retrieval via Text Prompt LearningCode1
MaMMUT: A Simple Architecture for Joint Learning for MultiModal TasksCode0
Sketch-an-Anchor: Sub-epoch Fast Model Adaptation for Zero-shot Sketch-based Image Retrieval—0
WordStylist: Styled Verbatim Handwritten Text Generation with Latent Diffusion ModelsCode1
RetClean: Retrieval-Based Data Cleaning Using Foundation Models and Data Lakes—0
Storage and Learning phase transitions in the Random-Features Hopfield Model—0
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
Sejarah dan Perkembangan Teknik Natural Language Processing (NLP) Bahasa Indonesia: Tinjauan tentang sejarah, perkembangan teknologi, dan aplikasi NLP dalam bahasa Indonesia—0
Multiple-level Green Noise Mask Design for Practical Fourier Phase Retrieval—0
A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval—0
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding—0
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual RetrievalCode0
Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video Retrieval—0
Bi-Encoder Cascades for Efficient Image Search—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