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 1691–1700 of 14297 papers

Title	Date	Tasks	Status	Hype
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking	Dec 1, 2024	Bug fixingCode Generation	CodeCode Available	2
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval	Dec 1, 2024	ArticlesKnowledge Distillation	—Unverified	0
Improving Vietnamese Legal Document Retrieval using Synthetic Data	Dec 1, 2024	Information RetrievalQuestion Answering	—Unverified	0
Vid-Morp: Video Moment Retrieval Pretraining from Unlabeled Videos in the Wild	Dec 1, 2024	Moment RetrievalRetrieval	CodeCode Available	1
Dynamic Token Selection for Aerial-Ground Person Re-Identification	Nov 30, 2024	Computational EfficiencyPerson Re-Identification	—Unverified	0
2-Factor Retrieval for Improved Human-AI Decision Making in Radiology	Nov 30, 2024	Decision MakingRetrieval	—Unverified	0
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification	Nov 30, 2024	Open-Domain Question AnsweringPassage Retrieval	—Unverified	0
Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation	Nov 30, 2024	Graph GenerationRAG	—Unverified	0
Retrieval-guided Cross-view Image Synthesis	Nov 29, 2024	Contrastive LearningDiversity	—Unverified	0
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models	Nov 29, 2024	Decision MakingRAG	CodeCode Available	3

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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