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 1801–1810 of 14297 papers

Title	Date	Tasks	Status
Adopting RAG for LLM-Aided Future Vehicle Design	Nov 14, 2024	ChatbotRAG	—Unverified
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications	Nov 14, 2024	Information RetrievalRAG	CodeCode Available
Comprehensive and Practical Evaluation of Retrieval-Augmented Generation Systems for Medical Question Answering	Nov 14, 2024	Medical Question AnsweringMisinformation	—Unverified
A Transformer-Based Visual Piano Transcription Algorithm	Nov 13, 2024	Information RetrievalMusic Information Retrieval	—Unverified
Information Need in Metaverse Recordings - A Field Study	Nov 13, 2024	Information RetrievalRetrieval	—Unverified
Building Trustworthy AI: Transparent AI Systems via Large Language Models, Ontologies, and Logical Reasoning (TranspNet)	Nov 13, 2024	Logical ReasoningRAG	—Unverified
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval	Nov 13, 2024	Image RetrievalMultiple Instance Learning	CodeCode Available
Towards Optimizing a Retrieval Augmented Generation using Large Language Model on Academic Data	Nov 13, 2024	In-Context LearningLanguage Modeling	—Unverified
Neural Corrective Machine Unranking	Nov 13, 2024	Information RetrievalMachine Unlearning	—Unverified
MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval	Nov 13, 2024	Image ComprehensionInformation Retrieval	CodeCode Available

Show:10 25 50

← PrevPage 181 of 1430Next →

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