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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 9001–9050 of 14297 papers

TitleStatusHype
BdLAN:BERTdoc Label Attention Networks for Multi-label text classification—0
SINA-BERT: A Pre-Trained Language Model for Analysis of Medical Texts in Persian—0
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval—0
FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal RetrievalCode0
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application—0
RetGen: A Joint framework for Retrieval and Grounded Text Generation ModelingCode1
Chord Recognition- Music and Audio Information Retrieval—0
Meta-Inductive Node Classification across Graphs—0
ADMM and Spectral Proximity Operators in Hyperspectral Broadband Phase Retrieval for Quantitative Phase Imaging—0
Open-set Face Recognition for Small Galleries Using Siamese Networks—0
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with AdaptersCode1
Video Corpus Moment Retrieval with Contrastive LearningCode1
Semantic Table Retrieval using Keyword and Table QueriesCode1
Compatibility-aware Heterogeneous Visual Search—0
Dynamical Origin for Winner-Take-All Competition in A Biological Network of The Hippocampal Dentate Gyrus—0
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge ManagementCode1
Fairness in Information Access Systems—0
A Statistical Model for Melody Reduction—0
Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization—0
Disentangling Sampling and Labeling Bias for Learning in Large-Output Spaces—0
Evaluation of Field-Aware Neural Ranking Models for Recipe Search—0
Semantic Diversity Learning for Zero-Shot Multi-label ClassificationCode1
Priberam at MESINESP Multi-label Classification of Medical Texts TaskCode0
Representation Learning via Global Temporal Alignment and Cycle-ConsistencyCode1
SHREC 2021: Retrieval and classification of protein surfaces equipped with physical and chemical propertiesCode0
Backretrieval: An Image-Pivoted Evaluation Metric for Cross-Lingual Text Representations Without Parallel Corpora—0
Conversational Entity Linking: Problem Definition and DatasetsCode1
A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned during the Microchip Design—0
Museum Painting Retrieval—0
Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval ModelsCode0
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-trainingCode0
Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions—0
T-EMDE: Sketching-based global similarity for cross-modal retrieval—0
Wiki-Reliability: A Large Scale Dataset for Content Reliability on WikipediaCode0
Few-Shot Conversational Dense RetrievalCode1
Lawformer: A Pre-trained Language Model for Chinese Legal Long DocumentsCode1
Joint Learning of Deep Retrieval Model and Product Quantization based Embedding IndexCode1
Passage Retrieval for Outside-Knowledge Visual Question AnsweringCode1
Nearly Minimax-Optimal Rates for Noisy Sparse Phase Retrieval via Early-Stopped Mirror DescentCode0
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
Informative and Representative Triplet Selection for Multilabel Remote Sensing Image RetrievalCode0
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval—0
Exploring Instance Relations for Unsupervised Feature EmbeddingCode0
Probabilistic Visual Place Recognition for Hierarchical LocalizationCode1
Graph-based Multilingual Product Retrieval in E-commerce Search—0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Person Retrieval in Surveillance Using Textual Query: A Review—0
Rethinking Search: Making Domain Experts out of Dilettantes—0
TransHash: Transformer-based Hamming Hashing for Efficient Image Retrieval—0
WTR: A Test Collection for Web Table 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