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 2661–2670 of 14297 papers

Title	Date	Tasks	Status	Hype
Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System	Jul 22, 2024	Recommendation SystemsRetrieval	—Unverified	0
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads	Jul 22, 2024	Retrieval	—Unverified	0
KaPQA: Knowledge-Augmented Product Question-Answering	Jul 22, 2024	Question AnsweringRAG	—Unverified	0
SLVideo: A Sign Language Video Moment Retrieval Framework	Jul 22, 2024	Moment RetrievalRetrieval	—Unverified	0
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval	Jul 22, 2024	AllRetrieval	—Unverified	0
An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought	Jul 22, 2024	FormLogical Reasoning	—Unverified	0
TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON	Jul 22, 2024	Language ModelingLanguage Modelling	CodeCode Available	3
Offline Imitation Learning Through Graph Search and Retrieval	Jul 22, 2024	Deep Reinforcement LearningImitation Learning	—Unverified	0
NV-Retriever: Improving text embedding models with effective hard-negative mining	Jul 22, 2024	Contrastive LearningInformation Retrieval	—Unverified	0
RadioRAG: Factual large language models for enhanced diagnostics in radiology using online retrieval augmented generation	Jul 22, 2024	DiagnosticQuestion Answering	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