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 3211–3220 of 14297 papers

Title	Date	Tasks	Status
A deep learning pipeline for product recognition on store shelves	Oct 3, 2018	Deep LearningImage Retrieval	—Unverified
Unable to Forget: Proactive lnterference Reveals Working Memory Limits in LLMs Beyond Context Length	Jun 9, 2025	Information RetrievalPrompt Engineering	—Unverified
Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System	Jul 22, 2024	Recommendation SystemsRetrieval	—Unverified
DialogActs based Search and Retrieval for Response Generation in Conversation Systems	Dec 1, 2021	Response GenerationRetrieval	—Unverified
DialogQAE: N-to-N Question Answer Pair Extraction from Customer Service Chatlog	Dec 14, 2022	Retrieval	—Unverified
Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval	Mar 3, 2014	Image RetrievalQuantization	—Unverified
Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval	Nov 25, 2020	Computational EfficiencyImage Retrieval	—Unverified
An Efficiency Study for SPLADE Models	Jul 8, 2022	Retrievalsoftware testing	—Unverified
An Effective Pipeline for a Real-world Clothes Retrieval System	May 26, 2020	Metric LearningRetrieval	—Unverified
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors	Mar 18, 2022	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