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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 1301–1325 of 14297 papers

TitleStatusHype
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language ModelsCode1
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place RecognitionCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
Neural Architecture RetrievalCode1
Prompt Tuning on Graph-augmented Low-resource Text ClassificationCode1
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-TrainingCode1
U-CREAT: Unsupervised Case Retrieval using Events extrAcTionCode1
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-LearningCode1
mCLIP: Multilingual CLIP via Cross-lingual TransferCode1
Improving Retrieval-Augmented Large Language Models via Data Importance LearningCode1
MomentDiff: Generative Video Moment Retrieval from Random to RealCode1
ProbVLM: Probabilistic Adapter for Frozen Vision-Language ModelsCode1
SHARCS: Shared Concept Space for Explainable Multimodal LearningCode1
Multimodal Prompt Retrieval for Generative Visual Question AnsweringCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Histopathology Slide Indexing and Search: Are We There Yet?Code1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question AnsweringCode1
Learning to Rank in Generative RetrievalCode1
SuperBench: A Super-Resolution Benchmark Dataset for Scientific Machine LearningCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolutionCode1
Resources and Evaluations for Multi-Distribution Dense Information RetrievalCode1
Retrieval-Based Transformer for Table AugmentationCode1
Co-design Hardware and Algorithm for Vector SearchCode1
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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