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 3001–3010 of 14297 papers

Title	Date	Tasks	Status
A new hybrid stemming algorithm for Persian	Jul 11, 2015	Information RetrievalRetrieval	—Unverified
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research	May 25, 2025	BenchmarkingInformation Retrieval	—Unverified
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations	Jul 12, 2020	Information RetrievalRecommendation Systems	—Unverified
BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs	Jan 17, 2024	HallucinationManagement	—Unverified
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research	Jun 1, 2016	Information RetrievalRetrieval	—Unverified
A New Evaluation Protocol and Benchmarking Results for Extendable Cross-media Retrieval	Mar 10, 2017	BenchmarkingImage Retrieval	—Unverified
Bibliometrics and Information Retrieval: Creating Knowledge through Research Synergies	Aug 29, 2016	Information RetrievalRetrieval	—Unverified
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop	Oct 30, 2017	Information RetrievalRetrieval	—Unverified
A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching	Feb 2, 2021	Information RetrievalRetrieval	—Unverified
Advanced ingestion process powered by LLM parsing for RAG system	Dec 16, 2024	Optical Character Recognition (OCR)RAG	—Unverified

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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