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 2151–2160 of 14297 papers

Title	Date	Tasks	Status	Hype
Enriching Local and Global Contexts for Temporal Action Localization	Jul 27, 2021	Action ClassificationAction Localization	CodeCode Available	1
HANet: Hierarchical Alignment Networks for Video-Text Retrieval	Jul 26, 2021	RetrievalText Matching	CodeCode Available	1
One Question Answering Model for Many Languages with Cross-lingual Dense Passage Retrieval	Jul 26, 2021	Answer GenerationPassage Retrieval	CodeCode Available	1
QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries	Jul 20, 2021	Highlight DetectionMoment Retrieval	CodeCode Available	1
Sequence-to-Sequence Piano Transcription with Transformers	Jul 19, 2021	DecoderInformation Retrieval	CodeCode Available	1
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images	Jul 19, 2021	RetrievalSentence	CodeCode Available	1
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals	Jul 18, 2021	Multi-Task LearningRetrieval	CodeCode Available	1
More Robust Dense Retrieval with Contrastive Dual Learning	Jul 16, 2021	Contrastive LearningInformation Retrieval	CodeCode Available	1
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation	Jul 16, 2021	Cross-Modal RetrievalGrounded language learning	CodeCode Available	1
Retrieve in Style: Unsupervised Facial Feature Transfer and Retrieval	Jul 13, 2021	DisentanglementRetrieval	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