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 9301–9350 of 14297 papers

TitleStatusHype
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine LearningCode2
A Data-Centric Framework for Composable NLP WorkflowsCode1
A Linguistic Study on Relevance Modeling in Information Retrieval—0
Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations—0
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning—0
An Efficient Indexing and Searching Technique for Information Retrieval for Urdu Language—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
A matrix-free Levenberg-Marquardt algorithm for efficient ptychographic phase retrievalCode1
Disentangling Geometric Deformation Spaces in Generative Latent Shape Models—0
Three-dimensional Coherent X-ray Diffraction Imaging via Deep Convolutional Neural Networks—0
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections—0
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation—0
Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning—0
A Meta-embedding-based Ensemble Approach for ICD Coding Prediction—0
Learning to Truncate Ranked Lists for Information Retrieval—0
Retrieval Augmentation for Deep Neural NetworksCode0
Significant Improvements over the State of the Art? A Case Study of the MS MARCO Document Ranking Leaderboard—0
Provable Compressed Sensing with Generative Priors via Langevin Dynamics—0
Scene Retrieval for Contextual Visual Mapping—0
Multichannel LSTM-CNN for Telugu Technical Domain Identification—0
A Straightforward Framework For Video Retrieval Using CLIPCode1
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music—0
Neural ranking models for document retrieval—0
Structured LISTA for Multidimensional Harmonic Retrieval—0
Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning—0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification—0
Neural Feature Selection for Learning to Rank—0
PrivateMail: Supervised Manifold Learning of Deep Features With Differential Privacy for Image Retrieval—0
How are journals cited? characterizing journal citations by type of citation—0
Graph-based Hierarchical Relevance Matching Signals for Ad-hoc RetrievalCode0
Entities of Interest—0
Linear Transformers Are Secretly Fast Weight ProgrammersCode1
A Concept Knowledge-Driven Keywords Retrieval Framework for Sponsored Search—0
Probabilistic Vehicle Reconstruction Using a Multi-Task CNN—0
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks—0
Clarification of Video Retrieval Query Results by the Automated Insertion of Supporting Shots—0
Re-rank Coarse Classification with Local Region Enhanced Features for Fine-Grained Image Recognition—0
Pyserini: An Easy-to-Use Python Toolkit to Support Replicable IR Research with Sparse and Dense RepresentationsCode2
Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic Infusion—0
KBCNMUJAL@HASOC-Dravidian-CodeMix-FIRE2020: Using Machine Learning for Detection of Hate Speech and Offensive Code-Mixed Social Media text—0
Hierarchical Attention Fusion for Geo-LocalizationCode1
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak DecoderCode1
Hierarchical Similarity Learning for Language-based Product Image RetrievalCode0
Understanding and Creating Art with AI: Review and Outlook—0
Robust PDF Document Conversion Using Recurrent Neural Networks—0
A Novel Bayesian Approach for the Two-Dimensional Harmonic Retrieval Problem—0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval—0
I Want This Product but Different : Multimodal Retrieval with Synthetic Query Expansion—0
Open-Retrieval Conversational Machine ReadingCode1
Multi-Attribute Enhancement Network for Person SearchCode0
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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