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 541–550 of 14297 papers

Title	Date	Tasks	Status	Hype
Exploring _0 Sparsification for Inference-free Sparse Retrievers	Apr 21, 2025	Computational EfficiencyInformation Retrieval	CodeCode Available	1
Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve	Apr 20, 2025	Incremental LearningRetrieval	—Unverified	0
Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval	Apr 20, 2025	Large Language ModelRetrieval	—Unverified	0
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering	Apr 20, 2025	Question AnsweringRAG	—Unverified	0
Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection	Apr 20, 2025	Action DetectionDecoder	—Unverified	0
LegalRAG: A Hybrid RAG System for Multilingual Legal Information Retrieval	Apr 19, 2025	Information RetrievalQuestion Answering	—Unverified	0
Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training	Apr 19, 2025	Data AugmentationRetrieval	—Unverified	0
Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval	Apr 19, 2025	Information RetrievalRetrieval	CodeCode Available	1
Hypothetical Documents or Knowledge Leakage? Rethinking LLM-based Query Expansion	Apr 19, 2025	Fact VerificationRetrieval	—Unverified	0
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation	Apr 18, 2025	Multimodal fashion image editingRAG	—Unverified	0

Show:10 25 50

← PrevPage 55 of 1430Next →

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