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 4351–4375 of 14297 papers

Title	Date	Tasks	Status	Score
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big Datasets	Jun 20, 2019	BlockingInformation Retrieval	CodeCode Available	5
Are we done with object recognition? The iCub robot's perspective	Sep 28, 2017	Deep LearningImage Retrieval	CodeCode Available	5
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents	Dec 8, 2019	Image RetrievalRetrieval	CodeCode Available	5
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten Fragments	Oct 20, 2020	Image RetrievalRetrieval	CodeCode Available	5
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and Completion	May 7, 2024	Information RetrievalKnowledge Graphs	CodeCode Available	5
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance	Dec 31, 2023	Information RetrievalRetrieval	CodeCode Available	5
Class-Weighted Convolutional Features for Visual Instance Search	Jul 9, 2017	image-classificationImage Retrieval	CodeCode Available	5
iART: A Search Engine for Art-Historical Images to Support Research in the Humanities	Aug 3, 2021	ClusteringContent-Based Image Retrieval	CodeCode Available	5
Long-context Language Models Cannot Retrieve Without Sufficient Steps	Oct 6, 2024	Retrieval	CodeCode Available	5
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering	May 25, 2025	Question AnsweringRAG	CodeCode Available	5
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place Recognition	Jun 5, 2025	RetrievalVisual Place Recognition	CodeCode Available	5
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition	Jul 25, 2024	Instrument RecognitionRetrieval	CodeCode Available	5
A Contrastive Objective for Learning Disentangled Representations	Mar 21, 2022	AttributeInformativeness	CodeCode Available	5
Classification of Visualization Types and Perspectives in Patents	Jul 19, 2023	ClassificationRetrieval	CodeCode Available	5
Hybrid Losses for Hierarchical Embedding Learning	Jan 22, 2025	Multi-Task LearningRetrieval	CodeCode Available	5
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrieval	Nov 23, 2019	Complimentary Image RetrievalImage Retrieval	CodeCode Available	5
Hybrid and Collaborative Passage Reranking	May 16, 2023	Passage RerankingPassage Retrieval	CodeCode Available	5
A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval	Oct 20, 2020	Retrieval	CodeCode Available	5
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases	Jan 26, 2023	Retrieval	CodeCode Available	5
Human Preferences as Dueling Bandits	Apr 21, 2022	Information RetrievalOnline Ranker Evaluation	CodeCode Available	5
HUSE: Hierarchical Universal Semantic Embeddings	Nov 14, 2019	General ClassificationRepresentation Learning	CodeCode Available	5
HybridCite: A Hybrid Model for Context-Aware Citation Recommendation	Feb 15, 2020	Citation RecommendationInformation Retrieval	CodeCode Available	5
Human-in-the-loop Machine Translation with Large Language Model	Oct 13, 2023	In-Context LearningLanguage Modeling	CodeCode Available	5
A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation	Jul 1, 2020	Machine TranslationNMT	CodeCode Available	5
Human Motion Analysis with Deep Metric Learning	Jul 30, 2018	Dynamic Time WarpingMetric Learning	CodeCode Available	5

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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