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 2441–2450 of 14297 papers

Title	Date	Tasks	Status	Hype
Snap and Diagnose: An Advanced Multimodal Retrieval System for Identifying Plant Diseases in the Wild	Aug 27, 2024	Cross-Modal RetrievalImage Retrieval	—Unverified	0
Writing in the Margins: Better Inference Pattern for Long Context Retrieval	Aug 27, 2024	RAGRetrieval	CodeCode Available	2
Retrieval Augmented Generation for Dynamic Graph Modeling	Aug 26, 2024	Contrastive LearningRetrieval	—Unverified	0
MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation Functions	Aug 26, 2024	Information RetrievalRetrieval	CodeCode Available	0
Probing Causality Manipulation of Large Language Models	Aug 26, 2024	In-Context LearningRAG	—Unverified	0
Claim Verification in the Age of Large Language Models: A Survey	Aug 26, 2024	Claim VerificationFact Verification	—Unverified	0
tabulapdf: An R Package to Extract Tables from PDF Documents	Aug 25, 2024	RetrievalTable Extraction	—Unverified	0
LexBoost: Improving Lexical Document Retrieval with Nearest Neighbors	Aug 25, 2024	Re-RankingRetrieval	CodeCode Available	1
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models	Aug 25, 2024	Decision MakingHallucination	—Unverified	0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval Task	Aug 25, 2024	Computational EfficiencyImage Augmentation	CodeCode Available	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