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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 3726–3750 of 14297 papers

TitleStatusHype
It's All About Your Sketch: Democratising Sketch Control in Diffusion ModelsCode1
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval?—0
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval—0
FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font ApplicationsCode1
EarthLoc: Astronaut Photography Localization by Indexing Earth from SpaceCode2
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-FeedbackCode2
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation—0
Leveraging Foundation Models for Content-Based Medical Image Retrieval in RadiologyCode1
CLEAR: Cross-Transformers with Pre-trained Language Model is All you need for Person Attribute Recognition and Retrieval—0
Texture image retrieval using a classification and contourlet-based features—0
RepoHyper: Search-Expand-Refine on Semantic Graphs for Repository-Level Code CompletionCode2
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned DecisionCode1
Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines—0
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design—0
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval—0
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text RetrievalCode2
Learning to Rematch Mismatched Pairs for Robust Cross-Modal RetrievalCode1
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon GenerationCode3
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of contextCode3
RATSF: Empowering Customer Service Volume Management through Retrieval-Augmented Time-Series Forecasting—0
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
HaluEval-Wild: Evaluating Hallucinations of Language Models in the WildCode0
Exploring LLM-based Agents for Root Cause Analysis—0
Improving Retrieval in Theme-specific Applications using a Corpus Topical TaxonomyCode1
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM—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