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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 1626–1650 of 14297 papers

TitleStatusHype
LINKs: Large Language Model Integrated Management for 6G Empowered Digital Twin NetworKs—0
CURE: A dataset for Clinical Understanding & Retrieval EvaluationCode0
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations—0
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning—0
DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction—0
Retrieving Semantics from the Deep: an RAG Solution for Gesture SynthesisCode2
Gated Delta Networks: Improving Mamba2 with Delta RuleCode4
Methods for Legal Citation Prediction in the Age of LLMs: An Australian Law Case Study—0
VP-MEL: Visual Prompts Guided Multimodal Entity Linking—0
Semantic Search and Recommendation Algorithm—0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering—0
Mixture-of-PageRanks: Replacing Long-Context with Real-Time, Sparse GraphRAG—0
A Collaborative Multi-Agent Approach to Retrieval-Augmented Generation Across Diverse Data—0
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design—0
Compositional Image Retrieval via Instruction-Aware Contrastive LearningCode0
KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsCode1
Ranking Narrative Query Graphs for Biomedical Document Retrieval (Technical Report)Code0
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System—0
Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance—0
TOBUGraph: Knowledge Graph-Based Retrieval for Enhanced LLM Performance Beyond RAG—0
HiVeGen -- Hierarchical LLM-based Verilog Generation for Scalable Chip Design—0
DAug: Diffusion-based Channel Augmentation for Radiology Image Retrieval and Classification—0
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments—0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation—0
Mix-Modality Person Re-Identification: A New and Practical Paradigm—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