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

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Showing 3401–3410 of 14297 papers

Title	Date	Tasks	Status
A Weighted Multi-Criteria Decision Making Approach for Image Captioning	Mar 17, 2019	Decision MakingImage Captioning	—Unverified
Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval	Sep 20, 2019	Content-Based Image RetrievalImage Retrieval	—Unverified
Deep API Learning	May 27, 2016	DecoderInformation Retrieval	—Unverified
Deep Asymmetric Hashing with Dual Semantic Regression and Class Structure Quantization	Oct 24, 2021	Deep HashingImage Retrieval	—Unverified
Deep Asymmetric Metric Learning via Rich Relationship Mining	Jun 1, 2019	Face VerificationImage Retrieval	—Unverified
Deep Attributes from Context-Aware Regional Neural Codes	Sep 8, 2015	AttributeGeneral Classification	—Unverified
Dataset of Natural Language Queries for E-Commerce	Feb 13, 2023	Conversational SearchInformation Retrieval	—Unverified
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval	Mar 30, 2022	Contrastive LearningLanguage Modeling	—Unverified
Deep Belief Nets for Topic Modeling	Jan 18, 2015	Collaborative FilteringRetrieval	—Unverified
Analyzing Language Learned by an Active Question Answering Agent	Jan 23, 2018	Information RetrievalQuestion Answering	—Unverified

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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