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 1771–1780 of 14297 papers

Title	Date	Tasks	Status	Hype
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation	Jul 10, 2022	Contrastive LearningInformation Retrieval	CodeCode Available	1
Explainable Legal Case Matching via Inverse Optimal Transport-based Rationale Extraction	Jul 9, 2022	Explanation GenerationFairness	CodeCode Available	1
An Approach to Ensure Fairness in News Articles	Jul 8, 2022	ArticlesFairness	CodeCode Available	1
Video Dialog as Conversation about Objects Living in Space-Time	Jul 8, 2022	ObjectRelational Reasoning	CodeCode Available	1
OmniTab: Pretraining with Natural and Synthetic Data for Few-shot Table-based Question Answering	Jul 8, 2022	Question AnsweringRetrieval	CodeCode Available	1
Federated Self-supervised Learning for Video Understanding	Jul 5, 2022	Action RecognitionFederated Learning	CodeCode Available	1
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrieval	Jul 5, 2022	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1
Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasets	Jul 4, 2022	ClusteringContrastive Learning	CodeCode Available	1
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label	Jul 1, 2022	Adversarial AttackBackdoor Attack	CodeCode Available	1
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering	Jul 1, 2022	Language ModelingLanguage Modelling	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