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 4351–4400 of 14297 papers

TitleStatusHype
Event-driven Real-time Retrieval in Web Search—0
Vision-Language Models Learn Super Images for Efficient Partially Relevant Video Retrieval—0
Removing Biases from Molecular Representations via Information MaximizationCode1
Context Retrieval via Normalized Contextual Latent Interaction for Conversational AgentCode0
NYCU ML Lab LLAMA: Prefix tuning using LLAMA for Informationa Retrieval—0
Agent-OM: Leveraging LLM Agents for Ontology MatchingCode1
A Video is Worth 10,000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval—0
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm—0
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions—0
End-to-End Retrieval with Learned Dense and Sparse Representations Using Lucene—0
Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input RecognitionCode0
DiffCAD: Weakly-Supervised Probabilistic CAD Model Retrieval and Alignment from an RGB Image—0
Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for RecommendationCode0
HKUST at SemEval-2023 Task 1: Visual Word Sense Disambiguation with Context Augmentation and Visual AssistanceCode0
MLLMs-Augmented Visual-Language Representation LearningCode1
Search Still Matters: Information Retrieval in the Era of Generative AI—0
Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific ModelsCode1
Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines—0
Transformer-empowered Multi-modal Item Embedding for Enhanced Image Search in E-Commerce—0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)—0
SenTest: Evaluating Robustness of Sentence Encoders—0
Contextual Knowledge Pursuit for Faithful Visual SynthesisCode0
Pattern retrieval of traffic congestion using graph-based associations of traffic domain-specific features—0
RETSim: Resilient and Efficient Text SimilarityCode4
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?Code0
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers—0
Outfit Completion via Conditional Set Transformation—0
A Two-Stage Adaptation of Large Language Models for Text RankingCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
Task Tree Retrieval For Robotic Cooking—0
SUT: a new multi-purpose synthetic dataset for Farsi document image analysisCode0
Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model—0
Boot and Switch: Alternating Distillation for Zero-Shot Dense RetrievalCode0
Safe-CLIP: Removing NSFW Concepts from Vision-and-Language ModelsCode1
SEINE: SEgment-based Indexing for NEural information retrieval—0
Noisy Self-Training with Synthetic Queries for Dense RetrievalCode0
Accelerating Hopfield Network Dynamics: Beyond Synchronous Updates and Forward EulerCode0
Rethinking Privacy in Machine Learning Pipelines from an Information Flow Control Perspective—0
Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models—0
Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination—0
EVCap: Retrieval-Augmented Image Captioning with External Visual-Name Memory for Open-World Comprehension—0
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift—0
The Local Landscape of Phase Retrieval Under Limited Samples—0
HyperKon: A Self-Supervised Contrastive Network for Hyperspectral Image Analysis—0
See and Think: Embodied Agent in Virtual Environment—0
Relevance feedback strategies for recall-oriented neural information retrieval—0
Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person RetrievalCode1
Coordinate-based Neural Network for Fourier Phase Retrieval—0
Custom Data Augmentation for low resource ASR using Bark and Retrieval-Based Voice Conversion—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