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 3581–3590 of 14297 papers

Title	Date	Tasks	Status
A 106K Multi-Topic Multilingual Conversational User Dataset with Emoticons	Feb 26, 2025	Recommendation SystemsRetrieval	—Unverified
Agentic Mixture-of-Workflows for Multi-Modal Chemical Search	Feb 26, 2025	BenchmarkingRetrieval	—Unverified
Agent-centric Information Access	Feb 26, 2025	RetrievalRetrieval-augmented Generation	—Unverified
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems	Feb 26, 2025	InformativenessRAG	—Unverified
Uncertainty Quantification in Retrieval Augmented Question Answering	Feb 25, 2025	Question AnsweringRetrieval	CodeCode Available
UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting	Feb 25, 2025	3DGScross-modal alignment	—Unverified
Neural Graph Matching Improves Retrieval Augmented Generation in Molecular Machine Learning	Feb 25, 2025	Graph MatchingRetrieval	—Unverified
KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation	Feb 25, 2025	Multi-hop Question AnsweringQuestion Answering	—Unverified
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation	Feb 25, 2025	ARCPassage Retrieval	—Unverified
How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching	Feb 25, 2025	Multi-Task LearningRetrieval	—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