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 3551–3560 of 14297 papers

Title	Date	Tasks	Status
Phase-based Minimalist Parsing and complexity in non-local dependencies	Jun 3, 2019	Retrieval	—Unverified
Data leakage in cross-modal retrieval training: A case study	Feb 23, 2023	Cross-Modal RetrievalRetrieval	—Unverified
Deep Neural Solver for Math Word Problems	Sep 1, 2017	Feature EngineeringMachine Translation	—Unverified
Deep Ordinal Hashing with Spatial Attention	May 7, 2018	Deep HashingImage Retrieval	—Unverified
Data Infrastructure and Approaches for Ontology-Based Drug Repurposing	Jul 12, 2018	Information RetrievalRecommendation Systems	—Unverified
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation	Jan 3, 2025	ArticlesRetrieval	—Unverified
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval	Nov 20, 2020	Image ReconstructionRetrieval	—Unverified
Deep Plug-and-Play HIO Approach for Phase Retrieval	Nov 28, 2024	Computational EfficiencyRetrieval	—Unverified
Automating Horizon Scanning in Future Studies	Jun 1, 2022	ArticlesComment Generation	—Unverified
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild	Apr 17, 2025	Decision MakingInformation 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