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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 1926–1950 of 14297 papers

TitleStatusHype
Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span PredictionCode1
CREPE: A Convolutional Representation for Pitch EstimationCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019Code1
Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce SearchCode1
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
PRIOR: Prototype Representation Joint Learning from Medical Images and ReportsCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Cross-domain Retrieval in the Legal and Patent Domains: a Reproducibility StudyCode1
2nd Place Solution to Google Landmark Retrieval 2021Code1
Probabilistic Embeddings for Cross-Modal RetrievalCode1
Probabilistic Embeddings RevisitedCode1
Biomedical Concept Relatedness -- A large EHR-based benchmarkCode1
Probability Weighted Compact Feature for Domain Adaptive RetrievalCode1
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring ConversationsCode1
ProbVLM: Probabilistic Adapter for Frozen Vision-Language ModelsCode1
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented GenerationCode1
Progressively Pretrained Dense Corpus Index for Open-Domain Question AnsweringCode1
CoSMo: Content-Style Modulation for Image Retrieval With Text FeedbackCode1
BiomedRAG: A Retrieval Augmented Large Language Model for BiomedicineCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
Prompting Visual-Language Models for Efficient Video UnderstandingCode1
CoRT: Complementary Rankings from TransformersCode1
A Prior Instruction Representation Framework for Remote Sensing Image-text RetrievalCode1
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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