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 1831–1840 of 14297 papers

Title	Date	Tasks	Status	Hype
Veri-Car: Towards Open-world Vehicle Information Retrieval	Nov 11, 2024	Information RetrievalLicense Plate Detection	—Unverified	0
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant	Nov 11, 2024	Decision MakingHallucination	CodeCode Available	1
Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering	Nov 11, 2024	Contrastive LearningQuestion Answering	—Unverified	0
A Diffuse Light Field Imaging Model for Forward-Scattering Photon-Coded Signal Retrieval	Nov 10, 2024	Retrieval	—Unverified	0
LProtector: An LLM-driven Vulnerability Detection System	Nov 10, 2024	Binary ClassificationLanguage Modeling	—Unverified	0
TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein Engineering	Nov 9, 2024	Information RetrievalLanguage Modeling	CodeCode Available	0
Annotative Indexing	Nov 9, 2024	Entity RetrievalKnowledge Graphs	CodeCode Available	0
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework	Nov 9, 2024	document understandingQuestion Answering	—Unverified	0
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment	Nov 9, 2024	Question AnsweringRAG	—Unverified	0
Sufficient Context: A New Lens on Retrieval Augmented Generation Systems	Nov 9, 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