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 12801–12850 of 14297 papers

TitleStatusHype
Neural Matching Models for Question Retrieval and Next Question Prediction in Conversation—0
MAG: A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking ApproachCode0
Optical Music Recognition with Convolutional Sequence-to-Sequence ModelsCode1
The Capacity of Symmetric Private Information Retrieval—0
BIOSSES: A Semantic Sentence Similarity Estimation System for the Biomedical Domain—0
Lyrics-Based Music Genre Classification Using a Hierarchical Attention NetworkCode0
Cross-genre Document Retrieval: Matching between Conversational and Formal Writings—0
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image RetrievalCode0
A cortical sparse distributed coding model linking mini- and macrocolumn-scale functionality—0
Neural Networks for Information Retrieval—0
Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network—0
Quasar: Datasets for Question Answering by Search and ReadingCode0
Geospatial Semantics—0
Document Retrieval for Large Scale Content Analysis using Contextualized Dictionaries—0
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis—0
Learning in High-Dimensional Multimedia Data: The State of the Art—0
Class-Weighted Convolutional Features for Visual Instance SearchCode0
Few-Shot Learning Through an Information Retrieval Lens—0
Deep Discrete Hashing with Self-supervised Pairwise LabelsCode0
Theory of the superposition principle for randomized connectionist representations in neural networks—0
DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer—0
One-Shot Fine-Grained Instance Retrieval—0
Unsupervised Submodular Rank Aggregation on Score-based PermutationsCode0
Selective Deep Convolutional Features for Image RetrievalCode0
Pedestrian Alignment Network for Large-scale Person Re-identificationCode0
Where to Play: Retrieval of Video Segments using Natural-Language Queries—0
Comparative Evaluation of Hand-Crafted and Learned Local FeaturesCode0
Generative Attribute Controller With Conditional Filtered Generative Adversarial Networks—0
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval—0
Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks—0
Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval—0
Multiple-Scattering Microphysics Tomography—0
Hierarchical Multimodal Metric Learning for Multimodal Classification—0
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images—0
Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning—0
Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval—0
Cross-Modality Binary Code Learning via Fusion Similarity Hashing—0
Online Asymmetric Similarity Learning for Cross-Modal Retrieval—0
Spatial-Semantic Image Search by Visual Feature Synthesis—0
Unambiguous Text Localization and Retrieval for Cluttered Scenes—0
Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm—0
Deep Visual-Semantic Quantization for Efficient Image Retrieval—0
Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization?—0
Kernel Square-Loss Exemplar Machines for Image Retrieval—0
Learning Deep Binary Descriptor With Multi-Quantization—0
Discretely Coding Semantic Rank Orders for Supervised Image Hashing—0
ER3: A Unified Framework for Event Retrieval, Recognition and Recounting—0
Binary Coding for Partial Action Analysis With Limited Observation Ratios—0
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine—0
Efficient Correlated Topic Modeling with Topic Embedding—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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