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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 1601–1625 of 14297 papers

TitleStatusHype
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks—0
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies—0
A Flexible Plug-and-Play Module for Generating Variable-LengthCode1
Multimodal Music Generation with Explicit Bridges and Retrieval AugmentationCode1
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental LearningCode4
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model—0
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature DecorrelationCode1
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images—0
Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses—0
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation—0
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting—0
Image Retrieval Methods in the Dissimilarity Space—0
Generative Semantic Communication: Architectures, Technologies, and Applications—0
RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search—0
Preference Discerning with LLM-Enhanced Generative Retrieval—0
DMin: Scalable Training Data Influence Estimation for Diffusion ModelsCode0
BEIR-NL: Zero-shot Information Retrieval Benchmark for the Dutch Language—0
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design PatentsCode1
Multimodal Contextualized Support for Enhancing Video Retrieval System—0
Bilingual BSARD: Extending Statutory Article Retrieval to DutchCode0
Image Retrieval with Intra-Sweep Representation Learning for Neck Ultrasound Scanning Guidance—0
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge GraphsCode1
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report GenerationCode0
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models—0
RAG-based Question Answering over Heterogeneous Data and Text—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