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 2626–2650 of 14297 papers

Title	Date	Tasks	Status	Hype
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems	Feb 22, 2020	compressed sensingDeep Reinforcement Learning	CodeCode Available	1
Contextual Lensing of Universal Sentence Representations	Feb 20, 2020	RetrievalSentence	CodeCode Available	1
Serial Speakers: a Dataset of TV Series	Feb 17, 2020	Retrieval	CodeCode Available	1
Recognizing Families In the Wild: White Paper for the 4th Edition Data Challenge	Feb 15, 2020	Gesture RecognitionKinship Verification	CodeCode Available	1
TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval	Feb 14, 2020	Retrieval	CodeCode Available	1
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks	Feb 14, 2020	Image RetrievalRetrieval	CodeCode Available	1
REALM: Retrieval-Augmented Language Model Pre-Training	Feb 10, 2020	Language ModelingLanguage Modelling	CodeCode Available	1
Discovering Mathematical Objects of Interest -- A Study of Mathematical Notations	Feb 7, 2020	Information RetrievalMath	CodeCode Available	1
Dynamic Knowledge Routing Network For Target-Guided Open-Domain Conversation	Feb 4, 2020	Retrieval	CodeCode Available	1
Deep Self-Supervised Representation Learning for Free-Hand Sketch	Feb 3, 2020	Representation LearningRetrieval	CodeCode Available	1
Symmetrical Synthesis for Deep Metric Learning	Jan 31, 2020	ClusteringImage Retrieval	CodeCode Available	1
Selective Weak Supervision for Neural Information Retrieval	Jan 28, 2020	Information RetrievalLearning-To-Rank	CodeCode Available	1
TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval	Jan 24, 2020	Moment RetrievalRetrieval	CodeCode Available	1
SOLAR: Second-Order Loss and Attention for Image Retrieval	Jan 24, 2020	Image RetrievalPatch Matching	CodeCode Available	1
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network	Jan 17, 2020	Fine-Grained Image ClassificationFine-Grained Visual Recognition	CodeCode Available	1
Unifying Deep Local and Global Features for Image Search	Jan 14, 2020	Dimensionality ReductionImage Retrieval	CodeCode Available	1
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features	Jan 14, 2020	ClassificationDiversity	CodeCode Available	1
Weakly Supervised Visual Semantic Parsing	Jan 8, 2020	Graph GenerationImage Retrieval	CodeCode Available	1
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation	Jan 3, 2020	Cross-Lingual Word EmbeddingsMulti-Task Learning	CodeCode Available	1
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning	Jan 2, 2020	Action RecognitionRepresentation Learning	CodeCode Available	1
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation	Jan 1, 2020	Cross-Lingual TransferRetrieval	CodeCode Available	1
Cross-Batch Memory for Embedding Learning	Dec 14, 2019	GPUImage Retrieval	CodeCode Available	1
End-to-End Learning of Visual Representations from Uncurated Instructional Videos	Dec 13, 2019	Action LocalizationAction Recognition	CodeCode Available	1
Optimizing Rank-based Metrics with Blackbox Differentiation	Dec 7, 2019	Image Retrievalobject-detection	CodeCode Available	1
Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking	Dec 1, 2019	Content-Based Image RetrievalRetrieval	CodeCode Available	1

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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