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 3871–3880 of 14297 papers

Title	Date	Tasks	Status
elBERto: Self-supervised Commonsense Learning for Question Answering	Mar 17, 2022	Question AnsweringRepresentation Learning	—Unverified
Discrimination-Aware Mechanism for Fine-Grained Representation Learning	Jun 19, 2021	Representation LearningRetrieval	—Unverified
Electrocardiogram Report Generation and Question Answering via Retrieval-Augmented Self-Supervised Modeling	Sep 13, 2024	Decision MakingLanguage Modeling	—Unverified
Discriminative Functional Connectivity Measures for Brain Decoding	Feb 23, 2014	Brain DecodingFunctional Connectivity	—Unverified
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR	Dec 10, 2020	ArticlesInformation Retrieval	—Unverified
Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation	Nov 27, 2017	Objectobject-detection	—Unverified
Discriminative Map Retrieval Using View-Dependent Map Descriptor	Sep 25, 2015	Autonomous NavigationDescriptive	—Unverified
Discriminative multi-view Privileged Information learning for image re-ranking	Jul 26, 2018	Re-RankingRetrieval	—Unverified
Automatic Query Optimization for Retrieving Traffic Tweets	Jun 21, 2020	Information RetrievalRetrieval	—Unverified
DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer	Jul 5, 2017	ClusteringImage Clustering	—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