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 751–760 of 14297 papers

Title	Date	Tasks	Status	Hype
Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack	Mar 27, 2025	HallucinationRAG	—Unverified	0
Bias-Aware Agent: Enhancing Fairness in AI-Driven Knowledge Retrieval	Mar 27, 2025	FairnessInformation Retrieval	CodeCode Available	0
Clean Image May be Dangerous: Data Poisoning Attacks Against Deep Hashing	Mar 27, 2025	Data PoisoningDeep Hashing	—Unverified	0
FusionSegReID: Advancing Person Re-Identification with Multimodal Retrieval and Precise Segmentation	Mar 27, 2025	Person Re-IdentificationRetrieval	—Unverified	0
GenEdit: Compounding Operators and Continuous Improvement to Tackle Text-to-SQL in the Enterprise	Mar 27, 2025	RetrievalText to SQL	—Unverified	0
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation	Mar 27, 2025	Domain AdaptationOpen Vocabulary Semantic Segmentation	CodeCode Available	1
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation	Mar 27, 2025	Question AnsweringRAG	CodeCode Available	1
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image Retrieval	Mar 27, 2025	Image RetrievalRetrieval	CodeCode Available	1
A Survey of Multimodal Retrieval-Augmented Generation	Mar 26, 2025	Information RetrievalQuestion Answering	—Unverified	0
Reasoning Beyond Limits: Advances and Open Problems for LLMs	Mar 26, 2025	Mixture-of-ExpertsRAG	—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