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 3671–3680 of 14297 papers

Title	Date	Tasks	Status	Hype
An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models	Mar 20, 2024	Retrieval	—Unverified	0
Leveraging High-Resolution Features for Improved Deep Hashing-based Image Retrieval	Mar 20, 2024	Deep HashingImage Retrieval	—Unverified	0
A Unified Optimal Transport Framework for Cross-Modal Retrieval with Noisy Labels	Mar 20, 2024	Cross-Modal RetrievalRetrieval	—Unverified	0
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing	Mar 20, 2024	Code GenerationInformation Retrieval	—Unverified	0
Flickr30K-CFQ: A Compact and Fragmented Query Dataset for Text-image Retrieval	Mar 20, 2024	Image RetrievalPrompt Engineering	—Unverified	0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-Experts	Mar 20, 2024	Information RetrievalMixture-of-Experts	CodeCode Available	0
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework	Mar 19, 2024	BenchmarkingFinancial Analysis	CodeCode Available	3
MEDBind: Unifying Language and Multimodal Medical Data Embeddings	Mar 19, 2024	Language ModelingLanguage Modelling	—Unverified	0
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights	Mar 19, 2024	ChatbotRetrieval	—Unverified	0
Listwise Generative Retrieval Models via a Sequential Learning Process	Mar 19, 2024	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