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 1721–1730 of 14297 papers

Title	Date	Tasks	Status	Hype
Unifying Generative and Dense Retrieval for Sequential Recommendation	Nov 27, 2024	Recommendation SystemsRetrieval	—Unverified	0
Overview of TREC 2024 Biomedical Generative Retrieval (BioGen) Track	Nov 27, 2024	Medical Question AnsweringQuestion Answering	—Unverified	0
Automated Literature Review Using NLP Techniques and LLM-Based Retrieval-Augmented Generation	Nov 27, 2024	ArticlesLanguage Modeling	—Unverified	0
2D Matryoshka Training for Information Retrieval	Nov 26, 2024	Information RetrievalRetrieval	CodeCode Available	0
Learning Visual Hierarchies with Hyperbolic Embeddings	Nov 26, 2024	Image RetrievalRetrieval	—Unverified	0
Path-RAG: Knowledge-Guided Key Region Retrieval for Open-ended Pathology Visual Question Answering	Nov 26, 2024	PrognosisQuestion Answering	CodeCode Available	2
FLEX-CLIP: Feature-Level GEneration Network Enhanced CLIP for X-shot Cross-modal Retrieval	Nov 26, 2024	Cross-Modal RetrievalRetrieval	—Unverified	0
Agentic AI for Improving Precision in Identifying Contributions to Sustainable Development Goals	Nov 26, 2024	BenchmarkingRetrieval	—Unverified	0
Dual-task Mutual Reinforcing Embedded Joint Video Paragraph Retrieval and Grounding	Nov 26, 2024	Contrastive LearningRetrieval	CodeCode Available	0
Scholar Name Disambiguation with Search-enhanced LLM Across Language	Nov 26, 2024	Information RetrievalIntent Recognition	—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