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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 1801–1850 of 14297 papers

TitleStatusHype
Revisiting the "Video" in Video-Language UnderstandingCode1
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question AnsweringCode1
LAPIS is a fast web API for massive open virus sequencing databasesCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional MatchingCode1
Optimizing Intermediate Representations of Generative Models for Phase RetrievalCode1
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering SystemCode1
Backpropagation through Combinatorial Algorithms: Identity with Projection WorksCode1
kNN-Prompt: Nearest Neighbor Zero-Shot InferenceCode1
Fast and Light-Weight Answer Text Retrieval in Dialogue SystemsCode1
Tranception: protein fitness prediction with autoregressive transformers and inference-time retrievalCode1
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean MeasuresCode1
Cross-Architecture Self-supervised Video Representation LearningCode1
Few-shot Reranking for Multi-hop QA via Language Model PromptingCode1
EDIN: An End-to-end Benchmark and Pipeline for Unknown Entity Discovery and IndexingCode1
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and ModelsCode1
Optimizing Test-Time Query Representations for Dense RetrievalCode1
You Need to Read Again: Multi-granularity Perception Network for Moment Retrieval in VideosCode1
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural NetworksCode1
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connectionsCode1
Towards Tracing Factual Knowledge in Language Models Back to the Training DataCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
SiSPRNet: End-to-End Learning for Single-Shot Phase RetrievalCode1
Geo-Localization via Ground-to-Satellite Cross-View Image RetrievalCode1
Language Models with Image Descriptors are Strong Few-Shot Video-Language LearnersCode1
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative TrainingCode1
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer RerankingCode1
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich NetworksCode1
Visually-Augmented Language ModelingCode1
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity RecognitionCode1
Table Retrieval May Not Necessitate Table-specific Model DesignCode1
Entailment Tree Explanations via Iterative Retrieval-Generation ReasonerCode1
Dialog Inpainting: Turning Documents into DialogsCode1
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
ScAN: Suicide Attempt and Ideation Events DatasetCode1
Contrastive Supervised Distillation for Continual Representation LearningCode1
Identical Image Retrieval using Deep LearningCode1
UL2: Unifying Language Learning ParadigmsCode1
CODEC: Complex Document and Entity CollectionCode1
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment SortingCode1
Introspective Deep Metric Learning for Image RetrievalCode1
CCMB: A Large-scale Chinese Cross-modal BenchmarkCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image MatchingCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation RecognitionCode1
Hyperbolic Relevance Matching for Neural Keyphrase ExtractionCode1
CoCa: Contrastive Captioners are Image-Text Foundation ModelsCode1
CenterCLIP: Token Clustering for Efficient Text-Video RetrievalCode1
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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