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 7801–7850 of 14297 papers

TitleStatusHype
Linking Art through Human Poses—0
Linking Graph Entities with Multiplicity and Provenance—0
CORD19STS: COVID-19 Semantic Textual Similarity Dataset—0
AttentionRAG: Attention-Guided Context Pruning in Retrieval-Augmented Generation—0
A Mechanism-Learning Deeply Coupled Model for Remote Sensing Retrieval of Global Land Surface Temperature—0
LINKs: Large Language Model Integrated Management for 6G Empowered Digital Twin NetworKs—0
Hierarchical Multimodal Metric Learning for Multimodal Classification—0
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval—0
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation—0
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features—0
Hierarchically-Attentive RNN for Album Summarization and Storytelling—0
CoRAG: Collaborative Retrieval-Augmented Generation—0
Hierarchical Knowledge Graphs: A Novel Information Representation for Exploratory Search Tasks—0
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation—0
AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer—0
A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks—0
Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models—0
Literature Review of the Pioneering Approaches in Cloud-based Search Engines Powered by LETOR Techniques—0
Hierarchical Gumbel Attention Network for Text-based Person Search—0
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval—0
Hierarchical Event Grounding—0
CoProver: A Recommender System for Proof Construction—0
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers—0
Hierarchical Cross Network for Person Re-identification—0
Hierarchical corpus encoder: Fusing generative retrieval and dense indices—0
Hierarchical classification of e-commerce related social media—0
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos—0
LiveVLM: Efficient Online Video Understanding via Streaming-Oriented KV Cache and Retrieval—0
A Mean-Field Theory for Learning the Schönberg Measure of Radial Basis Functions—0
Living Labs - An Ethical Challenge for Researchers and Platform Providers—0
Hierarchical Annotation of Images with Two-Alternative-Forced-Choice Metric Learning—0
Coordinate-based Neural Network for Fourier Phase Retrieval—0
CoopHash: Cooperative Learning of Multipurpose Descriptor and Contrastive Pair Generator via Variational MCMC Teaching for Supervised Image Hashing—0
Attention-based Pyramid Aggregation Network for Visual Place Recognition—0
HGAN: Hierarchical Graph Alignment Network for Image-Text Retrieval—0
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps—0
Hexa: Self-Improving for Knowledge-Grounded Dialogue System—0
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning—0
Cooperative Embeddings for Instance, Attribute and Category Retrieval—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System—0
Adaptive Domain Interest Network for Multi-domain Recommendation—0
Heterogeneous Metric Learning with Content-based Regularization for Software Artifact Retrieval—0
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning—0
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions—0
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach—0
Attention-based Natural Language Person Retrieval—0
LLM as an Art Director (LaDi): Using LLMs to improve Text-to-Media Generators—0
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning—0
HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations—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