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 3411–3420 of 14297 papers

Title	Date	Tasks	Status
AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval	Mar 30, 2022	Moment RetrievalRetrieval	—Unverified
DeepBrainPrint: A Novel Contrastive Framework for Brain MRI Re-Identification	Feb 25, 2023	Image RetrievalRetrieval	—Unverified
A Zero Attention Model for Personalized Product Search	Aug 29, 2019	modelRetrieval	—Unverified
Analyzing Language Learned by an Active Question Answering Agent	Jan 23, 2018	Information RetrievalQuestion Answering	—Unverified
Divide and Conquer: Towards Better Embedding-based Retrieval for Recommender Systems From a Multi-task Perspective	Feb 6, 2023	FairnessRecommendation Systems	—Unverified
A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data	Sep 13, 2014	image-classificationImage Classification	—Unverified
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view	May 4, 2023	BenchmarkingGraph Generation	—Unverified
A Zero-Shot Framework for Sketch based Image Retrieval	Sep 1, 2018	Image RetrievalRetrieval	—Unverified
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation	Aug 1, 2024	HallucinationImage Comprehension	—Unverified
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent	Apr 24, 2025	Retrieval	—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