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 1931–1940 of 14297 papers

Title	Date	Tasks	Status	Hype
Application of Audio Fingerprinting Techniques for Real-Time Scalable Speech Retrieval and Speech Clusterization	Oct 29, 2024	GPURetrieval	—Unverified	0
Understanding Synthetic Context Extension via Retrieval Heads	Oct 29, 2024	RetrievalRetrieval-augmented Generation	—Unverified	0
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications	Oct 29, 2024	Image RetrievalRAG	CodeCode Available	2
Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation	Oct 29, 2024	AllRetrieval	CodeCode Available	0
ContextIQ: A Multimodal Expert-Based Video Retrieval System for Contextual Advertising	Oct 29, 2024	RetrievalText to Video Retrieval	CodeCode Available	0
Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval	Oct 28, 2024	Image RetrievalImage to text	CodeCode Available	2
Calibrated Decision-Making through LLM-Assisted Retrieval	Oct 28, 2024	Decision MakingRAG	—Unverified	0
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval	Oct 28, 2024	Information RetrievalMultilingual Named Entity Recognition	—Unverified	0
Flow Matching for Atmospheric Retrieval of Exoplanets: Where Reliability meets Adaptive Noise Levels	Oct 28, 2024	Retrieval	CodeCode Available	0
Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge	Oct 28, 2024	RetrievalRetrosynthesis	CodeCode Available	1

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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