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 1251–1260 of 14297 papers

Title	Date	Tasks	Status	Hype
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles	Jan 26, 2025	Code Generationenergy management	—Unverified	0
Zero-Shot Interactive Text-to-Image Retrieval via Diffusion-Augmented Representations	Jan 26, 2025	Cross-Modal RetrievalImage Retrieval	—Unverified	0
Federated Retrieval Augmented Generation for Multi-Product Question Answering	Jan 25, 2025	Question AnsweringRAG	—Unverified	0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval	Jan 25, 2025	Language ModelingLanguage Modelling	—Unverified	0
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning	Jan 25, 2025	Answer GenerationMulti-agent Reinforcement Learning	CodeCode Available	2
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval	Jan 25, 2025	Retrieval	—Unverified	0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs	Jan 25, 2025	Information RetrievalQuestion Answering	—Unverified	0
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval	Jan 25, 2025	Domain AdaptationKnowledge Distillation	—Unverified	0
Technology Mapping with Large Language Models	Jan 25, 2025	RetrievalSentence	—Unverified	0
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter	Jan 25, 2025	Computational EfficiencyRAG	CodeCode Available	1

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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