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 4411–4420 of 14297 papers

Title	Date	Tasks	Status	Hype
Medical Image Retrieval Using Pretrained Embeddings	Nov 22, 2023	DiagnosticImage Retrieval	—Unverified	0
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering	Nov 22, 2023	Multi-hop Question AnsweringQuestion Answering	—Unverified	0
YouTube Videos for Public Health Literacy? A Machine Learning Pipeline to Curate Covid-19 Videos	Nov 21, 2023	ManagementRetrieval	—Unverified	0
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews	Nov 21, 2023	Question AnsweringRetrieval	CodeCode Available	1
Don't forget private retrieval: distributed private similarity search for large language models	Nov 21, 2023	Information RetrievalRetrieval	—Unverified	0
Acceleration and Implicit Regularization in Gaussian Phase Retrieval	Nov 21, 2023	Retrieval	—Unverified	0
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image Retrieval	Nov 21, 2023	AttributeDeep Hashing	CodeCode Available	0
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science	Nov 21, 2023	Document ClassificationGraph Neural Network	—Unverified	0
Adapting LLMs for Efficient, Personalized Information Retrieval: Methods and Implications	Nov 21, 2023	ChatbotHallucination	—Unverified	0
AR Visualization System for Ship Detection and Recognition Based on AI	Nov 21, 2023	Information Retrievalobject-detection	—Unverified	0

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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