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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 1826–1850 of 14297 papers

TitleStatusHype
NERetrieve: Dataset for Next Generation Named Entity Recognition and RetrievalCode1
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive LearningCode1
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language IntentCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Neural Eigenfunctions Are Structured Representation LearnersCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
BEV-CV: Birds-Eye-View Transform for Cross-View Geo-LocalisationCode1
Neural Machine Translation with Monolingual Translation MemoryCode1
Deep Reinforcement Learning with Task-Adaptive Retrieval via HypernetworkCode1
Disentangled Modeling of Domain and Relevance for Adaptable Dense RetrievalCode1
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large DatasetsCode1
Neural Topic Modeling with Continual Lifelong LearningCode1
Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social MediaCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language TasksCode1
"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented GenerationCode1
Maximum Likelihood based Phase-Retrieval using Fresnel Propagation Forward Models with Optional ConstraintsCode1
Non-Parametric Unsupervised Domain Adaptation for Neural Machine TranslationCode1
Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite ImageCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen RepresentationsCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
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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