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 3021–3030 of 14297 papers

Title	Date	Tasks	Status
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond	May 22, 2023	Question AnsweringRepresentation Learning	—Unverified
Beyond Visual Semantics: Exploring the Role of Scene Text in Image Understanding	May 25, 2019	Retrieval	—Unverified
A new approach for query expansion using Wikipedia and WordNet	Jan 29, 2019	Information RetrievalRetrieval	—Unverified
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image	May 8, 2017	2D Pose Estimation3D Human Pose Estimation	—Unverified
An evaluative baseline for geo-semantic relatedness and similarity	Feb 14, 2014	RetrievalSemantic Similarity	—Unverified
ACL-rlg: A Dataset for Reading List Generation	Dec 30, 2024	ArticlesRetrieval	—Unverified
Deep Semantic Hashing with Generative Adversarial Networks	Apr 23, 2018	General ClassificationImage Retrieval	—Unverified
Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals	Jan 9, 2019	Cross-Modal RetrievalDeep Hashing	—Unverified
Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation	Mar 20, 2025	Contrastive LearningEarth Observation	—Unverified
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation	May 20, 2025	Privacy PreservingRAG	—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