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 3651–3660 of 14297 papers

Title	Date	Tasks	Status	Hype
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers	Mar 22, 2024	Information Retrieval	CodeCode Available	2
Spectral Initialization for High-Dimensional Phase Retrieval with Biased Spatial Directions	Mar 22, 2024	Retrieval	—Unverified	0
Event Temporal Relation Extraction based on Retrieval-Augmented on LLMs	Mar 22, 2024	Event Relation ExtractionPrompt Engineering	—Unverified	0
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions	Mar 22, 2024	Information RetrievalRetrieval	CodeCode Available	2
A Multimodal Approach for Cross-Domain Image Retrieval	Mar 22, 2024	Image CaptioningImage Retrieval	—Unverified	0
Piecewise-Linear Manifolds for Deep Metric Learning	Mar 22, 2024	Image RetrievalMetric Learning	—Unverified	0
Long-CLIP: Unlocking the Long-Text Capability of CLIP	Mar 22, 2024	Image GenerationImage Retrieval	CodeCode Available	4
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation	Mar 22, 2024	ArticlesMisinformation	—Unverified	0
FastCAD: Real-Time CAD Retrieval and Alignment from Scans and Videos	Mar 22, 2024	3D ReconstructionContrastive Learning	—Unverified	0
LLM-based Extraction of Contradictions from Patents	Mar 21, 2024	Language ModellingLarge Language Model	—Unverified	0

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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