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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 4876–4900 of 14297 papers

TitleStatusHype
PRISTA-Net: Deep Iterative Shrinkage Thresholding Network for Coded Diffraction Patterns Phase RetrievalCode0
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
NESTLE: a No-Code Tool for Statistical Analysis of Legal CorpusCode0
Efficient Adaptive Human-Object Interaction Detection with Concept-guided MemoryCode1
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs—0
Prompt-based Effective Input Reformulation for Legal Case RetrievalCode0
HAE-RAE Bench: Evaluation of Korean Knowledge in Language ModelsCode1
C-CLIP: Contrastive Image-Text Encoders to Close the Descriptive-Commentative Gap—0
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
Dual Relation Alignment for Composed Image Retrieval—0
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024)Code1
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction TuningCode2
Benchmarking Large Language Models in Retrieval-Augmented GenerationCode2
AVATAR: Robust Voice Search Engine Leveraging Autoregressive Document Retrieval and Contrastive Learning—0
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrievalCode0
NLLB-CLIP -- train performant multilingual image retrieval model on a budgetCode2
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration—0
A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture—0
Hessian-aware Quantized Node Embeddings for Recommendation—0
Deep supervised hashing for fast retrieval of radio image cubes—0
Contrastive Feature Masking Open-Vocabulary Vision Transformer—0
Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics DomainsCode0
Towards Contrastive Learning in Music Video Domain—0
Improving the matching of deformable objects by learning to detect keypointsCode0
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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