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

Showing 1240112450 of 14297 papers

TitleStatusHype
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature LearningCode0
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and GroundingCode0
News Article Retrieval in Context for Event-centric Narrative CreationCode0
BEKG: A Built Environment Knowledge GraphCode0
Contextual Recurrent Neural NetworksCode0
BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video TranscriptsCode0
Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based ApproachCode0
oAdaBoost: An AdaBoost Variant for Ordinal ClassificationCode0
Iterative Manifold Embedding Layer Learned by Incomplete Data for Large-scale Image RetrievalCode0
Dual Skipping Guidance for Document Retrieval with Learned Sparse RepresentationsCode0
Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career ServicesCode0
Lexically-Accelerated Dense RetrievalCode0
Answering Complex Open-domain Questions Through Iterative Query GenerationCode0
Dual-Path Convolutional Image-Text Embeddings with Instance LossCode0
Answer-based Adversarial Training for Generating Clarification QuestionsCode0
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue SystemsCode0
Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image GeneratorsCode0
Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based ChatbotsCode0
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic DataCode0
Dual-level Semantic Transfer Deep Hashing for Efficient Social Image RetrievalCode0
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept AcquisitionCode0
Contextualization with SPLADE for High Recall RetrievalCode0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
Algorithmic Guarantees for Inverse Imaging with Untrained Network PriorsCode0
It Takes Two to Tango: Combining Visual and Textual Information for Detecting Duplicate Video-Based Bug ReportsCode0
From Coarse to Fine: Robust Hierarchical Localization at Large ScaleCode0
A Large-scale Dataset and Benchmark for Similar Trademark RetrievalCode0
Neural Arabic Question AnsweringCode0
From Data to Dialogue: Leveraging the Structure of Knowledge Graphs for Conversational Exploratory SearchCode0
BCTH: A Novel Text Hashing Approach via Bayesian ClusteringCode0
Bayesian multi-exposure image fusion for robust high dynamic range ptychographyCode0
Contextual Explainable Video Representation: Human Perception-based UnderstandingCode0
Contextual Bandits with Smooth Regret: Efficient Learning in Continuous Action SpacesCode0
JavaBERT: Training a transformer-based model for the Java programming languageCode0
Context-Situated Pun GenerationCode0
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music OverpaintingCode0
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its ApplicationsCode0
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length ExtrapolationCode0
Barcode Annotations for Medical Image Retrieval: A Preliminary InvestigationCode0
Bangla Parts-of-Speech Tagging using Bangla Stemmer and Rule based AnalyzerCode0
Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-IdentificationCode0
Multi-Group Proportional Representation in RetrievalCode0
Dual Encoding for Zero-Example Video RetrievalCode0
Balancing Speed and Quality in Online Learning to Rank for Information RetrievalCode0
Dual Asymmetric Deep Hashing LearningCode0
A Comparison of Question Rewriting Methods for Conversational Passage RetrievalCode0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive GrammarsCode0
From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation for Inverted IndexingCode0
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained VideosCode0
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency RehearsalCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified