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 3441–3450 of 14297 papers

Title	Date	Tasks	Status
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections	Feb 26, 2021	Knowledge Base CompletionNatural Language Queries	—Unverified
DataOps for Societal Intelligence: a Data Pipeline for Labor Market Skills Extraction and Matching	Apr 5, 2021	BIG-bench Machine LearningDecision Making	—Unverified
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports	Jul 9, 2015	General ClassificationInformation Retrieval	—Unverified
Analyzing and Learning from User Interactions for Search Clarification	May 30, 2020	Re-RankingRetrieval	—Unverified
Data Management Challenges for Internet-scale 3D Search Engines	Sep 8, 2022	Information RetrievalManagement	—Unverified
BADAM: A Public Dataset for Baseline Detection in Arabic-script Manuscripts	Jul 9, 2019	DecoderHandwritten Text Recognition	—Unverified
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran	Feb 1, 2023	Retrieval	—Unverified
Deep Face Fuzzy Vault: Implementation and Performance	Feb 4, 2021	Face RecognitionManagement	—Unverified
Deep Face Image Retrieval: a Comparative Study with Dictionary Learning	Dec 13, 2018	Deep LearningDictionary Learning	—Unverified
AutoMerge: A Framework for Map Assembling and Smoothing in City-scale Environments	Jul 14, 2022	Loop Closure DetectionRetrieval	—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