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 2711–2720 of 14297 papers

Title	Date	Tasks	Status	Hype
Polite Dialogue Generation Without Parallel Data	May 8, 2018	DecoderDialogue Generation	CodeCode Available	1
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination	May 5, 2018	Contrastive LearningGeneral Classification	CodeCode Available	1
Imagine This! Scripts to Compositions to Videos	Apr 10, 2018	RetrievalWorld Knowledge	CodeCode Available	1
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition	Apr 10, 2018	3D Place RecognitionPoint Cloud Retrieval	CodeCode Available	1
Learning a Text-Video Embedding from Incomplete and Heterogeneous Data	Apr 7, 2018	RetrievalText Retrieval	CodeCode Available	1
Unsupervised Semantic-based Aggregation of Deep Convolutional Features	Apr 3, 2018	General ClassificationImage Retrieval	CodeCode Available	1
Scene Graph Parsing as Dependency Parsing	Mar 25, 2018	Dependency ParsingImage Retrieval	CodeCode Available	1
Stacked Cross Attention for Image-Text Matching	Mar 21, 2018	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1
Directional Statistics-based Deep Metric Learning for Image Classification and Retrieval	Feb 27, 2018	General Classificationimage-classification	CodeCode Available	1
CREPE: A Convolutional Representation for Pitch Estimation	Feb 17, 2018	Information RetrievalMusic Information Retrieval	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