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 3521–3530 of 14297 papers

Title	Date	Tasks	Status
Deep Learning to Ternary Hash Codes by Continuation	Jul 16, 2021	Deep LearningImage Retrieval	—Unverified
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database	Nov 28, 2017	ClusteringRetrieval	—Unverified
Deep Lifelong Cross-modal Hashing	Apr 26, 2023	Cross-Modal RetrievalLifelong learning	—Unverified
Deep Manifold Hashing: A Divide-and-Conquer Approach for Semi-Paired Unsupervised Cross-Modal Retrieval	Sep 26, 2022	Cross-Modal RetrievalRetrieval	—Unverified
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19	Nov 26, 2020	DiagnosticImage Retrieval	—Unverified
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering	Jun 28, 2024	Multi-hop Question AnsweringQuestion Answering	—Unverified
Automating Horizon Scanning in Future Studies	Jun 1, 2022	ArticlesComment Generation	—Unverified
Deep metric learning for multi-labelled radiographs	Dec 11, 2017	ClusteringImage Retrieval	—Unverified
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild	Apr 17, 2025	Decision MakingInformation Retrieval	—Unverified
Don't forget private retrieval: distributed private similarity search for large language models	Nov 21, 2023	Information RetrievalRetrieval	—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