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 331–340 of 14297 papers

Title	Date	Tasks	Status	Hype
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search	May 20, 2025	Answer GenerationInformation Retrieval	—Unverified	0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation	May 20, 2025	Privacy PreservingRAG	—Unverified	0
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning	May 20, 2025	Attributegraph partitioning	—Unverified	0
Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data	May 20, 2025	Cross-Lingual TransferData Augmentation	—Unverified	0
R2MED: A Benchmark for Reasoning-Driven Medical Retrieval	May 20, 2025	DiagnosticRe-Ranking	CodeCode Available	1
VulCPE: Context-Aware Cybersecurity Vulnerability Retrieval and Management	May 20, 2025	ManagementRelation Extraction	—Unverified	0
LLM-Based Compact Reranking with Document Features for Scientific Retrieval	May 19, 2025	Large Language ModelReranking	—Unverified	0
JIR-Arena: The First Benchmark Dataset for Just-in-time Information Recommendation	May 19, 2025	Information RetrievalRetrieval	CodeCode Available	0
Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning	May 19, 2025	Natural Language UnderstandingRetrieval	CodeCode Available	0
GuRE:Generative Query REwriter for Legal Passage Retrieval	May 19, 2025	Passage RetrievalRetrieval	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