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 1841–1850 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval Models	Jun 29, 2023	Information RetrievalRetrieval	CodeCode Available	1	5
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering	May 26, 2023	Open-Domain Question AnsweringPassage Retrieval	CodeCode Available	1	5
Optimizing Intermediate Representations of Generative Models for Phase Retrieval	May 31, 2022	Retrieval	CodeCode Available	1	5
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations	Nov 21, 2022	Contrastive LearningRepresentation Learning	CodeCode Available	1	5
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems	Mar 19, 2025	Question AnsweringRAG	CodeCode Available	1	5
Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite Image	Apr 10, 2022	Camera LocalizationImage Retrieval	CodeCode Available	1	5
Exploiting Novel GPT-4 APIs	Dec 21, 2023	Language ModelingLanguage Modelling	CodeCode Available	1	5
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models	Apr 4, 2024	BenchmarkingQuantization	CodeCode Available	1	5
Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social Media	Jul 15, 2020	Claim VerificationRetrieval	CodeCode Available	1	5
Co-design Hardware and Algorithm for Vector Search	Jun 19, 2023	CPUInformation Retrieval	CodeCode Available	1	5

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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