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 3251–3260 of 14297 papers

Title	Date	Tasks	Status
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning	Dec 19, 2024	Continual LearningContrastive Learning	—Unverified
A Deep Investigation of Deep IR Models	Jul 24, 2017	Information RetrievalLearning-To-Rank	—Unverified
Deep learning based mood tagging for Chinese song lyrics	May 23, 2019	BIG-bench Machine LearningDeep Learning	—Unverified
Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D	Dec 2, 2023	3D Object RetrievalDepth Estimation	—Unverified
An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences	Aug 26, 2021	ClassificationContent-Based Image Retrieval	—Unverified
Bailicai: A Domain-Optimized Retrieval-Augmented Generation Framework for Medical Applications	Jul 24, 2024	Natural Language UnderstandingRAG	—Unverified
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds	Jun 3, 2025	In-Context LearningNatural Questions	—Unverified
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval	May 1, 2015	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified
A deep image retrieval network using Max-m-Min pooling and morphological feature generating residual blocks	Apr 26, 2023	Image RetrievalRetrieval	—Unverified
Differentiating Phrase Structure Parsing and Memory Retrieval in the Brain	Jan 1, 2018	Retrieval	—Unverified

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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