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 3191–3200 of 14297 papers

Title	Date	Tasks	Status
Dynamic Superblock Pruning for Fast Learned Sparse Retrieval	Apr 23, 2025	CPURetrieval	—Unverified
A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization	Apr 23, 2025	Document RankingDocument Summarization	—Unverified
Conditional Diffusion-Based Retrieval of Atmospheric CO2 from Earth Observing Spectroscopy	Apr 23, 2025	RetrievalUncertainty Quantification	—Unverified
MPAD: A New Dimension-Reduction Method for Preserving Nearest Neighbors in High-Dimensional Vector Search	Apr 23, 2025	Dimensionality ReductionRetrieval	—Unverified
Synergizing RAG and Reasoning: A Systematic Review	Apr 22, 2025	RAGRetrieval	—Unverified
Grounded in Context: Retrieval-Based Method for Hallucination Detection	Apr 22, 2025	HallucinationNatural Language Inference	—Unverified
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents	Apr 22, 2025	BenchmarkingCross-Lingual Information Retrieval	—Unverified
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction	Apr 22, 2025	ArticlesInformation Retrieval	—Unverified
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation	Apr 22, 2025	Question AnsweringRAG	—Unverified
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation	Apr 21, 2025	RetrievalRetrieval-augmented Generation	—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