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 2726–2750 of 14297 papers

Title	Date	Tasks	Status	Hype
Fine-tuning CNN Image Retrieval with No Human Annotation	Nov 3, 2017	Image RetrievalRetrieval	CodeCode Available	1
A Deep Generative Framework for Paraphrase Generation	Sep 15, 2017	DecoderInformation Retrieval	CodeCode Available	1
Semantic Preserving Embeddings for Generalized Graphs	Sep 7, 2017	BIG-bench Machine LearningEntity Retrieval	CodeCode Available	1
Automatic Spatially-aware Fashion Concept Discovery	Aug 3, 2017	AttributeClustering	CodeCode Available	1
Structural Regularities in Text-based Entity Vector Spaces	Jul 25, 2017	ClusteringEntity Retrieval	CodeCode Available	1
VSE++: Improving Visual-Semantic Embeddings with Hard Negatives	Jul 18, 2017	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1
Optical Music Recognition with Convolutional Sequence-to-Sequence Models	Jul 16, 2017	Deep LearningInformation Retrieval	CodeCode Available	1
Sampling Matters in Deep Embedding Learning	Jun 23, 2017	ClusteringFace Verification	CodeCode Available	1
Deep Hashing Network for Unsupervised Domain Adaptation	Jun 22, 2017	Deep HashingDomain Adaptation	CodeCode Available	1
Semantic Entity Retrieval Toolkit	Jun 12, 2017	ClusteringEntity Retrieval	CodeCode Available	1
Working hard to know your neighbor's margins: Local descriptor learning loss	May 30, 2017	GPUImage Retrieval	CodeCode Available	1
Deep Complex Networks	May 27, 2017	Image ClassificationMusic Transcription	CodeCode Available	1
Unsupervised Part-based Weighting Aggregation of Deep Convolutional Features for Image Retrieval	May 3, 2017	Image RetrievalRetrieval	CodeCode Available	1
Dense-Captioning Events in Videos	May 2, 2017	Dense CaptioningRetrieval	CodeCode Available	1
Reading Wikipedia to Answer Open-Domain Questions	Mar 31, 2017	ArticlesOpen-Domain Question Answering	CodeCode Available	1
Improving Person Re-identification by Attribute and Identity Learning	Mar 21, 2017	AttributePerson Recognition	CodeCode Available	1
Modeling Relational Data with Graph Convolutional Networks	Mar 17, 2017	DecoderGeneral Classification	CodeCode Available	1
Automated Phrase Mining from Massive Text Corpora	Feb 15, 2017	General KnowledgePOS	CodeCode Available	1
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes	Feb 14, 2017	3D Object ClassificationGeneral Classification	CodeCode Available	1
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems	Jan 11, 2017	Dialogue EvaluationOpen-Domain Dialog	CodeCode Available	1
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound	Dec 16, 2016	AnatomyRetrieval	CodeCode Available	1
Visual Dialog	Nov 26, 2016	AI AgentChatbot	CodeCode Available	1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala	Nov 23, 2016	Information RetrievalMachine Translation	CodeCode Available	1
Unsupervised, Efficient and Semantic Expertise Retrieval	Aug 23, 2016	Feature EngineeringRetrieval	CodeCode Available	1
Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval	Apr 18, 2016	Image RetrievalObject Proposal Generation	CodeCode Available	1

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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