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

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Showing 3061–3070 of 14297 papers

Title	Date	Tasks	Status
Deep Visual-Semantic Quantization for Efficient Image Retrieval	Jul 1, 2017	Image RetrievalQuantization	—Unverified
Beyond Lexical: A Semantic Retrieval Framework for Textual Search Engine	Jun 9, 2019	RetrievalSemantic Retrieval	—Unverified
A neural document language modeling framework for spoken document retrieval	Oct 31, 2019	Information RetrievalLanguage Modeling	—Unverified
Beyond Lexical: A Semantic Retrieval Framework for Textual SearchEngine	Aug 10, 2020	RetrievalSemantic Retrieval	—Unverified
Beyond L2-Loss Functions for Learning Sparse Models	Mar 26, 2014	ClusteringRetrieval	—Unverified
ADMM based Fourier phase retrieval with untrained generative prior	Oct 23, 2022	Retrieval	—Unverified
Deep Watershed Detector for Music Object Recognition	May 26, 2018	Information RetrievalMusic Information Retrieval	—Unverified
DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation	Mar 10, 2025	ArticlesForm	—Unverified
DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying	May 22, 2024	Event Argument ExtractionRetrieval	—Unverified
Demonstrating Ambient Search: Implicit Document Retrieval for Speech Streams	Dec 1, 2016	Information RetrievalKeyword Extraction	—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