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 3681–3690 of 14297 papers

Title	Date	Tasks	Status
Dense Retrieval for Low Resource Languages -- the Case of Amharic Language	Mar 24, 2025	Information RetrievalRetrieval	—Unverified
Beyond [CLS] through Ranking by Generation	Oct 6, 2020	Answer SelectionInformation Retrieval	—Unverified
Data description and retrieval using periods represented by uncertain time intervals	May 11, 2019	Retrieval	—Unverified
Automatic Synthesis of High-Quality Triplet Data for Composed Image Retrieval	Jul 8, 2025	Image RetrievalLarge Language Model	—Unverified
Dense Template Retrieval for Customer Support	Oct 1, 2022	Retrieval	—Unverified
Analysis of Search Stratagem Utilisation	Jun 13, 2018	Retrieval	—Unverified
DenseVLM: A Retrieval and Decoupled Alignment Framework for Open-Vocabulary Dense Prediction	Dec 9, 2024	Image Segmentationobject-detection	—Unverified
Database Search vs. Information Retrieval: A Novel Method for Studying Natural Language Querying of Semi-Structured Data	May 1, 2020	Information RetrievalNatural Language Queries	—Unverified
Database-Augmented Query Representation for Information Retrieval	Jun 23, 2024	Information RetrievalRetrieval	—Unverified
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification	Nov 30, 2024	Open-Domain Question AnsweringPassage Retrieval	—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