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 1601–1610 of 14297 papers

Title	Date	Tasks	Status	Hype
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks	Dec 12, 2024	Meta-LearningRetrieval	—Unverified	0
Assessing the Robustness of Retrieval-Augmented Generation Systems in K-12 Educational Question Answering with Knowledge Discrepancies	Dec 12, 2024	Question AnsweringRAG	—Unverified	0
A Flexible Plug-and-Play Module for Generating Variable-Length	Dec 12, 2024	Deep HashingImage Retrieval	CodeCode Available	1
USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation	Dec 12, 2024	Action DetectionAction Recognition	CodeCode Available	1
Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation	Dec 12, 2024	cross-modal alignmentMultimodal Music Generation	CodeCode Available	1
PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model	Dec 12, 2024	Data AugmentationInformation Retrieval	—Unverified	0
MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning	Dec 12, 2024	class-incremental learningClass Incremental Learning	CodeCode Available	4
jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images	Dec 11, 2024	Contrastive LearningCross-Modal Information Retrieval	—Unverified	0
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation	Dec 11, 2024	RAGRetrieval	—Unverified	0
RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search	Dec 11, 2024	Conversational SearchRetrieval	—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