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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1811–1820 of 14297 papers

Title	Date	Tasks	Status	Hype
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval	Nov 13, 2024	Image RetrievalMultiple Instance Learning	CodeCode Available	0
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle	Nov 13, 2024	RAGRetrieval	—Unverified	0
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval	Nov 13, 2024	Image ComprehensionInformation Retrieval	CodeCode Available	0
Retrieval of sun-induced plant fluorescence in the O_2-A absorption band from DESIS imagery	Nov 12, 2024	Retrieval	—Unverified	0
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion	Nov 12, 2024	Knowledge Graph CompletionLanguage Modeling	—Unverified	0
Retrieval Augmented Time Series Forecasting	Nov 12, 2024	RAGRetrieval	CodeCode Available	2
Improving Grapheme-to-Phoneme Conversion through In-Context Knowledge Retrieval with Large Language Models	Nov 12, 2024	Grapheme-to-Phoneme ConversionRetrieval	—Unverified	0
Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval	Nov 12, 2024	ArticlesChunking	—Unverified	0
Kernel-based retrieval models for hyperspectral image data optimized with Kernel Flows	Nov 12, 2024	regressionRetrieval	—Unverified	0
Likelihood as a Performance Gauge for Retrieval-Augmented Generation	Nov 12, 2024	Language ModelingLanguage Modelling	CodeCode Available	0

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified