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 2811–2820 of 14297 papers

Title	Date	Tasks	Status
On Validation of Search & Retrieval of Tissue Images in Digital Pathology	Aug 2, 2024	Content-Based Image RetrievalDiagnostic	—Unverified
Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment Outcomes	May 25, 2022	Retrieval	—Unverified
Deconfounded and Explainable Interactive Vision-Language Retrieval of Complex Scenes	Oct 17, 2021	Explainable ModelsLanguage Modelling	—Unverified
An Oral History Annotation Tool for INTER-VIEWs	May 1, 2012	RetrievalSpeech Recognition	—Unverified
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval	Jul 9, 2022	Content-Based Image Retrievalcounterfactual	—Unverified
Adversarial Embedding: A robust and elusive Steganography and Watermarking technique	Nov 14, 2019	Adversarial Attackimage-classification	—Unverified
An Open-Source Dual-Loss Embedding Model for Semantic Retrieval in Higher Education	May 8, 2025	Large Language ModelQuestion Answering	—Unverified
Adversarial Databases Improve Success in Retrieval-based Large Language Models	Jul 19, 2024	Multiple-choiceRAG	—Unverified
Bootstrapping Term Extractors for Multiple Languages	May 1, 2014	Information RetrievalManagement	—Unverified
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars	Sep 22, 2017	Dialogue ManagementManagement	—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