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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9576–9600 of 14297 papers

Title	Date	Tasks	Status	Hype
Phase Retrieval with Holography and Untrained Priors: Tackling the Challenges of Low-Photon Nanoscale Imaging	Dec 14, 2020	Retrieval	CodeCode Available	0
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval	Dec 14, 2020	Audio captioningLanguage Modeling	—Unverified	0
Building Cross-Sectional Systematic Strategies By Learning to Rank	Dec 13, 2020	Information RetrievalLearning-To-Rank	—Unverified	0
GAN-based Recommendation with Positive-Unlabeled Sampling	Dec 12, 2020	Generative Adversarial NetworkInformation Retrieval	—Unverified	0
Market2Dish: Health-aware Food Recommendation	Dec 11, 2020	Food recommendationNutrition	CodeCode Available	0
KOSMOS: Knowledge-graph Oriented Social media and Mainstream media Overview System	Dec 11, 2020	ArticlesClustering	—Unverified	0
Writer Identification and Writer Retrieval Based on NetVLAD with Re-ranking	Dec 11, 2020	Re-RankingRetrieval	—Unverified	0
LayoutGMN: Neural Graph Matching for Structural Layout Similarity	Dec 11, 2020	Graph MatchingMetric Learning	CodeCode Available	1
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method	Dec 10, 2020	Collaborative FilteringInformation Retrieval	—Unverified	0
Tensor Composition Net for Visual Relationship Prediction	Dec 10, 2020	Extreme Multi-Label Classificationimage-classification	—Unverified	0
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning	Dec 10, 2020	Image RetrievalPose Estimation	CodeCode Available	0
Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition	Dec 10, 2020	3D Shape RecognitionNeural Architecture Search	—Unverified	0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem	Dec 10, 2020	Information RetrievalManagement	—Unverified	0
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR	Dec 10, 2020	ArticlesInformation Retrieval	—Unverified	0
Multiscale Phase Retrieval	Dec 9, 2020	Retrieval	CodeCode Available	0
Cloud detection machine learning algorithms for PROBA-V	Dec 9, 2020	BIG-bench Machine LearningCloud Detection	—Unverified	0
Transfer Learning with Convolutional Networks for Atmospheric Parameter Retrieval	Dec 9, 2020	RetrievalTransfer Learning	—Unverified	0
Spatial noise-aware temperature retrieval from infrared sounder data	Dec 9, 2020	Dimensionality Reductionregression	—Unverified	0
Disentangling Derivatives, Uncertainty and Error in Gaussian Process Models	Dec 9, 2020	Earth ObservationGaussian Processes	CodeCode Available	1
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation	Dec 9, 2020	document understandingInformation Retrieval	CodeCode Available	0
Distilling Knowledge from Reader to Retriever for Question Answering	Dec 8, 2020	Information RetrievalKnowledge Distillation	CodeCode Available	1
A Topological Method for Comparing Document Semantics	Dec 8, 2020	Information RetrievalRetrieval	—Unverified	0
Globetrotter: Connecting Languages by Connecting Images	Dec 8, 2020	Machine TranslationRetrieval	CodeCode Available	1
Retrieval of Case 2 Water Quality Parameters with Machine Learning	Dec 8, 2020	BIG-bench Machine Learningregression	CodeCode Available	0
Rotation-Invariant Autoencoders for Signals on Spheres	Dec 8, 2020	ClusteringRetrieval	—Unverified	0

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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