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 761–770 of 14297 papers

Title	Date	Tasks	Status	Hype
Named Entity Recognition in Context	Mar 26, 2025	Entity Disambiguationnamed-entity-recognition	—Unverified	0
D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents	Mar 26, 2025	Language ModelingLanguage Modelling	—Unverified	0
DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care	Mar 26, 2025	Knowledge GraphsResponse Generation	—Unverified	0
A Retrieval-Based Approach to Medical Procedure Matching in Romanian	Mar 26, 2025	Medical ProcedureRetrieval	—Unverified	0
MMMORRF: Multimodal Multilingual Modularized Reciprocal Rank Fusion	Mar 26, 2025	DescriptiveRetrieval	—Unverified	0
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search	Mar 26, 2025	Decision MakingRAG	CodeCode Available	2
Dewey Long Context Embedding Model: A Technical Report	Mar 26, 2025	RAGRetrieval	—Unverified	0
RALLRec+: Retrieval Augmented Large Language Model Recommendation with Reasoning	Mar 26, 2025	Language ModelingLanguage Modelling	CodeCode Available	0
Context-Efficient Retrieval with Factual Decomposition	Mar 25, 2025	FormInformation Retrieval	—Unverified	0
LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text	Mar 25, 2025	Cross-Modal RetrievalHallucination	CodeCode Available	1

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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