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 1771–1780 of 14297 papers

Title	Date	Tasks	Status	Hype
DMQR-RAG: Diverse Multi-Query Rewriting for RAG	Nov 20, 2024	RAGRetrieval	—Unverified	0
Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension	Nov 20, 2024	GPUMME	CodeCode Available	3
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems	Nov 20, 2024	FairnessInformation Retrieval	—Unverified	0
Associative Knowledge Graphs for Efficient Sequence Storage and Retrieval	Nov 19, 2024	Anomaly DetectionKnowledge Graphs	CodeCode Available	0
A Comparative Study of Text Retrieval Models on DaReCzech	Nov 19, 2024	Information RetrievalMachine Translation	—Unverified	0
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events	Nov 19, 2024	ArticlesReranking	—Unverified	0
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval	Nov 19, 2024	DiversityNatural Language Queries	—Unverified	0
BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language?	Nov 19, 2024	RetrievalText Retrieval	—Unverified	0
PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation with Devito	Nov 19, 2024	Retrieval	CodeCode Available	1
Neon: News Entity-Interaction Extraction for Enhanced Question Answering	Nov 19, 2024	ArticlesOpen Information Extraction	—Unverified	0

Show:10 25 50

← PrevPage 178 of 1430Next →

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