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 3361–3370 of 14297 papers

Title	Date	Tasks	Status	Hype
Faster Learned Sparse Retrieval with Block-Max Pruning	May 2, 2024	Retrieval	CodeCode Available	1
Generative Relevance Feedback and Convergence of Adaptive Re-Ranking: University of Glasgow Terrier Team at TREC DL 2023	May 2, 2024	Language ModelingLanguage Modelling	CodeCode Available	0
"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"	May 2, 2024	In-Context LearningInformation Retrieval	—Unverified	0
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models	May 2, 2024	Cross-Modal RetrievalRetrieval	—Unverified	0
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language Models	May 1, 2024	Question AnsweringRetrieval	CodeCode Available	0
University management system project.	May 1, 2024	ManagementRetrieval	—Unverified	0
BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine	May 1, 2024	Language ModelingLanguage Modelling	CodeCode Available	1
Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval	May 1, 2024	Image RetrievalRetrieval	—Unverified	0
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions	May 1, 2024	DescriptiveLanguage Modeling	—Unverified	0
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation	May 1, 2024	RetrievalText Augmentation	—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