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 1741–1750 of 14297 papers

Title	Date	Tasks	Status	Hype
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation	Nov 25, 2024	Large Language ModelMotion Planning	—Unverified	0
Imagine and Seek: Improving Composed Image Retrieval with an Imagined Proxy	Nov 24, 2024	Image RetrievalRetrieval	—Unverified	0
ScalingNote: Scaling up Retrievers with Large Language Models for Real-World Dense Retrieval	Nov 24, 2024	Retrieval	—Unverified	0
Proceedings of the 6th International Workshop on Reading Music Systems	Nov 24, 2024	Information RetrievalMusic Information Retrieval	—Unverified	0
RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements	Nov 24, 2024	Large Language ModelMulti-Task Learning	—Unverified	0
PEnG: Pose-Enhanced Geo-Localisation	Nov 24, 2024	Camera LocalizationCross-View Geo-Localisation	CodeCode Available	0
Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challenge	Nov 23, 2024	RAGRetrieval	CodeCode Available	2
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ Documents	Nov 23, 2024	Question AnsweringRAG	CodeCode Available	0
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars	Nov 23, 2024	DescriptiveIn-Context Learning	CodeCode Available	0
Traditional Chinese Medicine Case Analysis System for High-Level Semantic Abstraction: Optimized with Prompt and RAG	Nov 23, 2024	RAGRetrieval	—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