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 1401–1410 of 14297 papers

Title	Date	Tasks	Status	Hype
Can Impressions of Music be Extracted from Thumbnail Images?	Jan 5, 2025	Retrieval	—Unverified	0
Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight Detection	Jan 5, 2025	Contrastive LearningHighlight Detection	CodeCode Available	1
LWFNet: Coherent Doppler Wind Lidar-Based Network for Wind Field Retrieval	Jan 5, 2025	RetrievalWeather Forecasting	—Unverified	0
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit	Jan 4, 2025	Computational EfficiencyRAG	—Unverified	0
Personalized Graph-Based Retrieval for Large Language Models	Jan 4, 2025	Knowledge GraphsRetrieval	CodeCode Available	1
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation	Jan 4, 2025	RAGRecommendation Systems	—Unverified	0
Quaternionic Reweighted Amplitude Flow for Phase Retrieval in Image Reconstruction	Jan 4, 2025	Computational EfficiencyImage Reconstruction	—Unverified	0
PersonaAI: Leveraging Retrieval-Augmented Generation and Personalized Context for AI-Driven Digital Avatars	Jan 3, 2025	Language ModelingLanguage Modelling	—Unverified	0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System	Jan 3, 2025	ChunkingHallucination	—Unverified	0
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings	Jan 3, 2025	Content-Based Image RetrievalImage Retrieval	—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