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 2241–2250 of 14297 papers

Title	Date	Tasks	Status	Hype
CoRT: Complementary Rankings from Transformers	Oct 20, 2020	Information RetrievalPassage Retrieval	CodeCode Available	1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval	Oct 24, 2020	16kRetrieval	CodeCode Available	1
CREPE: A Convolutional Representation for Pitch Estimation	Feb 17, 2018	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment	Aug 29, 2022	cross-modal alignmentImage-text Retrieval	CodeCode Available	1
CCL: Continual Contrastive Learning for LiDAR Place Recognition	Mar 24, 2023	Autonomous DrivingContinual Learning	CodeCode Available	1
Cross-modal Contrastive Learning for Speech Translation	May 5, 2022	Contrastive LearningRetrieval	CodeCode Available	1
A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval	Oct 27, 2023	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	1
ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch	May 8, 2023	Deep HashingImage Similarity Search	CodeCode Available	1
ELITE: Embedding-Less retrieval with Iterative Text Exploration	May 17, 2025	graph constructionRAG	CodeCode Available	1
AESOP: Paraphrase Generation with Adaptive Syntactic Control	Nov 1, 2021	Data AugmentationLanguage Modeling	CodeCode Available	1

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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