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 2701–2710 of 14297 papers

Title	Date	Tasks	Status	Hype
Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models	Jul 17, 2024	NavigateRAG	—Unverified	0
Halu-J: Critique-Based Hallucination Judge	Jul 17, 2024	Evidence SelectionHallucination	CodeCode Available	4
R+X: Retrieval and Execution from Everyday Human Videos	Jul 17, 2024	Imitation LearningIn-Context Learning	—Unverified	0
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities	Jul 17, 2024	Information RetrievalLanguage Modeling	—Unverified	0
HDLCopilot: Natural Language Exploration of Hardware Designs and Libraries	Jul 17, 2024	Information RetrievalNatural Language Queries	—Unverified	0
Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval	Jul 17, 2024	Image-text RetrievalObject	CodeCode Available	0
Evaluating Search Engines and Large Language Models for Answering Health Questions	Jul 17, 2024	MisinformationNavigate	CodeCode Available	0
Goldfish: Vision-Language Understanding of Arbitrarily Long Videos	Jul 17, 2024	RetrievalVideo Understanding	CodeCode Available	4
EchoSight: Advancing Visual-Language Models with Wiki Knowledge	Jul 17, 2024	ArticlesQuestion Answering	—Unverified	0
GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval	Jul 17, 2024	DecoderImage Enhancement	CodeCode Available	2

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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