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 1351–1360 of 14297 papers

Title	Date	Tasks	Status	Hype
Parallel Key-Value Cache Fusion for Position Invariant RAG	Jan 13, 2025	DecoderOpen-Domain Question Answering	—Unverified	0
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach	Jan 12, 2025	DiversityInformation Retrieval	—Unverified	0
SCOT: Self-Supervised Contrastive Pretraining For Zero-Shot Compositional Retrieval	Jan 12, 2025	Image RetrievalRetrieval	—Unverified	0
Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT	Jan 12, 2025	Retrieval	—Unverified	0
3DCoMPaT200: Language-Grounded Compositional Understanding of Parts and Materials of 3D Shapes	Jan 12, 2025	NavigateObject	CodeCode Available	1
MiniRAG: Towards Extremely Simple Retrieval-Augmented Generation	Jan 12, 2025	RAGRetrieval	CodeCode Available	5
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech Synthesis	Jan 11, 2025	AttributeBenchmarking	CodeCode Available	1
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting	Jan 11, 2025	Information RetrievalRetrieval	—Unverified	0
First Token Probability Guided RAG for Telecom Question Answering	Jan 11, 2025	Multiple-choiceMultiple Choice Question Answering (MCQA)	—Unverified	0
BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems	Jan 10, 2025	Code GenerationRAG	—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