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 2991–3000 of 14297 papers

Title	Date	Tasks	Status
Bidirectional Retrieval Made Simple	Jun 1, 2018	Image RetrievalRetrieval	—Unverified
A new Local Radon Descriptor for Content-Based Image Search	Jul 30, 2020	Content-Based Image RetrievalImage Retrieval	—Unverified
ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics	Dec 18, 2024	Code GenerationInformation Retrieval	—Unverified
Deep Reinforced Query Reformulation for Information Retrieval	Jul 15, 2020	Document RankingInformation Retrieval	—Unverified
Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation	Nov 6, 2024	Graph Neural NetworkKnowledge Graphs	—Unverified
Zero-Shot Sketch-Based Image Retrieval with Structure-aware Asymmetric Disentanglement	Nov 29, 2019	DisentanglementImage Retrieval	—Unverified
ACNet: Approaching-and-Centralizing Network for Zero-Shot Sketch-Based Image Retrieval	Nov 24, 2021	Image RetrievalRetrieval	—Unverified
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence	Feb 19, 2024	Question AnsweringRetrieval	—Unverified
A new hybrid stemming algorithm for Persian	Jul 11, 2015	Information RetrievalRetrieval	—Unverified
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction	Jul 25, 2019	Information RetrievalMulti-Label Learning	—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