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 4401–4425 of 14297 papers

Title	Date	Tasks	Status	Score
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognition	Jul 25, 2024	Instrument RecognitionRetrieval	CodeCode Available	5
HypeVPR: Exploring Hyperbolic Space for Perspective to Equirectangular Visual Place Recognition	Jun 5, 2025	RetrievalVisual Place Recognition	CodeCode Available	5
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval	Jan 18, 2025	DescriptiveImage Retrieval	CodeCode Available	5
Long-context Language Models Cannot Retrieve Without Sufficient Steps	Oct 6, 2024	Retrieval	CodeCode Available	5
ICDAR 2019 Competition on Image Retrieval for Historical Handwritten Documents	Dec 8, 2019	Image RetrievalRetrieval	CodeCode Available	5
CIIR@LiveRAG 2025: Optimizing Multi-Agent Retrieval Augmented Generation through Self-Training	Jun 12, 2025	RAGResponse Generation	CodeCode Available	5
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering	Jul 25, 2017	Efficient Neural NetworkFeature Engineering	CodeCode Available	5
Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering	May 25, 2025	Question AnsweringRAG	CodeCode Available	5
Aggregating Deep Convolutional Features for Image Retrieval	Oct 26, 2015	image-classificationImage Classification	CodeCode Available	5
Chunk-based Nearest Neighbor Machine Translation	May 24, 2022	Domain AdaptationLanguage Modeling	CodeCode Available	5
ICECAP: Information Concentrated Entity-aware Image Captioning	Aug 4, 2021	ArticlesImage Captioning	CodeCode Available	5
HybridCite: A Hybrid Model for Context-Aware Citation Recommendation	Feb 15, 2020	Citation RecommendationInformation Retrieval	CodeCode Available	5
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases	Jan 26, 2023	Retrieval	CodeCode Available	5
HUSE: Hierarchical Universal Semantic Embeddings	Nov 14, 2019	General ClassificationRepresentation Learning	CodeCode Available	5
ChoralSynth: Synthetic Dataset of Choral Singing	Nov 14, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	5
Hybrid and Collaborative Passage Reranking	May 16, 2023	Passage RerankingPassage Retrieval	CodeCode Available	5
Human Motion Analysis with Deep Metric Learning	Jul 30, 2018	Dynamic Time WarpingMetric Learning	CodeCode Available	5
Human Preferences as Dueling Bandits	Apr 21, 2022	Information RetrievalOnline Ranker Evaluation	CodeCode Available	5
Hybrid Losses for Hierarchical Embedding Learning	Jan 22, 2025	Multi-Task LearningRetrieval	CodeCode Available	5
Hubness Reduction Improves Sentence-BERT Semantic Spaces	Nov 30, 2023	Information RetrievalRetrieval	CodeCode Available	5
Error-Robust Retrieval for Chinese Spelling Check	Nov 15, 2022	RerankingRetrieval	CodeCode Available	5
Chinese Named Entity Recognition Augmented with Lexicon Memory	Dec 17, 2019	Chinese Named Entity Recognitionnamed-entity-recognition	CodeCode Available	5
3D Shape Sequence of Human Comparison and Classification using Current and Varifolds	Jul 25, 2022	Retrieval	CodeCode Available	5
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction	Jul 1, 2019	Bilingual Lexicon InductionRetrieval	CodeCode Available	5
Human-in-the-loop Machine Translation with Large Language Model	Oct 13, 2023	In-Context LearningLanguage Modeling	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