SOTAVerified

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 8601–8650 of 14297 papers

TitleStatusHype
End-to-End Open Vocabulary Keyword SearchCode0
TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment—0
VerbCL: A Dataset of Verbatim Quotes for Highlight Extraction in Case LawCode0
Deep Relational Metric LearningCode1
Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval—0
Web image search engine based on LSH index and CNN Resnet50—0
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric LearningCode0
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees—0
Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image—0
Unsupervised Domain-adaptive Hash for Networks—0
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You NeedCode1
Semi-supervised Network Embedding with Differentiable Deep Quantisation—0
Retrieval and Localization with Observation Constraints—0
Self-Supervised Video Representation Learning with Meta-Contrastive Network—0
Contrastive Language-Image Pre-training for the Italian LanguageCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Mr. TyDi: A Multi-lingual Benchmark for Dense RetrievalCode1
X-modaler: A Versatile and High-performance Codebase for Cross-modal AnalyticsCode1
Learning Implicit User Profiles for Personalized Retrieval-Based ChatbotCode1
Learning Federated Representations and Recommendations with Limited Negatives—0
Universal Cross-Domain Retrieval: Generalizing Across Classes and DomainsCode1
Analogical Learning in Tactical Decision Games—0
TSI: an Ad Text Strength Indicator using Text-to-CTR and Semantic-Ad-Similarity—0
Classification and reconstruction of spatially overlapping phase images using diffractive optical networks—0
Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based DialoguesCode0
MOON: Multi-Hash Codes Joint Learning for Cross-Media Retrieval—0
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
Memory capacity of neural network models—0
Deep Self-Adaptive Hashing for Image Retrieval—0
Contextual Mood Analysis with Knowledge Graph Representation for Hindi Song Lyrics in Devanagari Script—0
Reassessing the Limitations of CNN Methods for Camera Pose Regression—0
Toward the Understanding of Deep Text Matching Models for Information Retrieval—0
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals—0
Complex Knowledge Base Question Answering: A SurveyCode1
Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI—0
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval—0
Harmonic Retrieval of CFO and Frame Misalignment for OFDM-based Inter-Satellite Links—0
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback—0
On Single and Multiple Representations in Dense Passage RetrievalCode1
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalCode1
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations—0
Retrieval & Interaction Machine for Tabular Data PredictionCode1
Instance-weighted Central Similarity for Multi-label Image Retrieval—0
Overview of the TREC 2020 Fair Ranking Track—0
Are Neural Ranking Models Robust?—0
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product SearchCode0
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model—0
An Intelligent Recommendation-cum-Reminder System—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