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 1511–1520 of 14297 papers

Title	Date	Tasks	Status	Hype
Review-Then-Refine: A Dynamic Framework for Multi-Hop Question Answering with Temporal Adaptability	Dec 19, 2024	Multi-hop Question AnsweringQuestion Answering	—Unverified	0
MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval	Dec 19, 2024	Image RetrievalRetrieval	CodeCode Available	3
Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning	Dec 19, 2024	Continual LearningContrastive Learning	—Unverified	0
ECLIPSE: Contrastive Dimension Importance Estimation with Pseudo-Irrelevance Feedback for Dense Retrieval	Dec 19, 2024	Information RetrievalRetrieval	—Unverified	0
Multimodal Hypothetical Summary for Retrieval-based Multi-image Question Answering	Dec 19, 2024	Contrastive LearningLanguage Modeling	CodeCode Available	0
STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning	Dec 19, 2024	Dynamic Time WarpingMulti-Task Learning	CodeCode Available	1
VISA: Retrieval Augmented Generation with Visual Source Attribution	Dec 19, 2024	Answer GenerationRAG	—Unverified	0
Query pipeline optimization for cancer patient question answering systems	Dec 19, 2024	HallucinationPassage Retrieval	—Unverified	0
CORD: Balancing COnsistency and Rank Distillation for Robust Retrieval-Augmented Generation	Dec 19, 2024	PositionRAG	—Unverified	0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic Settings	Dec 19, 2024	Fact CheckingInformativeness	CodeCode Available	0

Show:10 25 50

← PrevPage 152 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