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 4081–4090 of 14297 papers

Title	Date	Tasks	Status	Hype
Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine	Jan 20, 2024	ChatbotInformativeness	—Unverified	0
Positive unlabeled learning for building recommender systems in a parliamentary setting	Jan 19, 2024	Information RetrievalRecommendation Systems	—Unverified	0
DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval	Jan 19, 2024	RetrievalVideo Retrieval	CodeCode Available	1
Generative Dense Retrieval: Memory Can Be a Burden	Jan 19, 2024	Retrieval	CodeCode Available	1
An Effective Index for Truss-based Community Search on Large Directed Graphs	Jan 19, 2024	Community DetectionCommunity Search	—Unverified	0
Publication venue recommendation using profiles based on clustering	Jan 19, 2024	ClusteringInformation Retrieval	—Unverified	0
AI Revolution on Chat Bot: Evidence from a Randomized Controlled Experiment	Jan 19, 2024	ArticlesInformation Retrieval	—Unverified	0
Episodic Reinforcement Learning with Expanded State-reward Space	Jan 19, 2024	Autonomous DrivingDeep Reinforcement Learning	—Unverified	0
LOCALINTEL: Generating Organizational Threat Intelligence from Global and Local Cyber Knowledge	Jan 18, 2024	Retrieval	—Unverified	0
Enhancing Image-Text Matching with Adaptive Feature Aggregation	Jan 18, 2024	Image-text matchingImage-text Retrieval	CodeCode Available	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