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 2551–2560 of 14297 papers

Title	Date	Tasks	Status	Hype
Query Resolution for Conversational Search with Limited Supervision	May 24, 2020	Conversational SearchPassage Retrieval	CodeCode Available	1
Open-Retrieval Conversational Question Answering	May 22, 2020	Conversational Question AnsweringConversational Search	CodeCode Available	1
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval	May 20, 2020	Cross-Modal RetrievalRetrieval	CodeCode Available	1
Accounting for Input Noise in Gaussian Process Parameter Retrieval	May 20, 2020	Earth ObservationGaussian Processes	CodeCode Available	1
Human Sentence Processing: Recurrence or Attention?	May 19, 2020	Language ModellingRetrieval	CodeCode Available	1
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt	May 19, 2020	RetrievalSelf-Supervised Learning	CodeCode Available	1
Table Search Using a Deep Contextualized Language Model	May 19, 2020	Language ModelingLanguage Modelling	CodeCode Available	1
VPR-Bench: An Open-Source Visual Place Recognition Evaluation Framework with Quantifiable Viewpoint and Appearance Change	May 17, 2020	Autonomous NavigationAutonomous Vehicles	CodeCode Available	1
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation	May 14, 2020	Dimensionality ReductionImage Retrieval	CodeCode Available	1
That is a Known Lie: Detecting Previously Fact-Checked Claims	May 12, 2020	Fact CheckingLearning-To-Rank	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