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 3771–3780 of 14297 papers

Title	Date	Tasks	Status
Efficient Decoding of Compositional Structure in Holistic Representations	May 26, 2023	compressed sensingRetrieval	—Unverified
Efficient Discrete Supervised Hashing for Large-scale Cross-modal Retrieval	May 3, 2019	Cross-Modal RetrievalQuantization	—Unverified
Data Augmentation for Biomedical Factoid Question Answering	Jan 16, 2022	Data AugmentationInformation Retrieval	—Unverified
DIABLO: Dictionary-based Attention Block for Deep Metric Learning	Apr 30, 2020	Metric LearningRepresentation Learning	—Unverified
Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features	Oct 22, 2018	Content-Based Image RetrievalDiagnostic	—Unverified
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning	Apr 22, 2020	Deep Learningimage-classification	—Unverified
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings	Oct 27, 2022	Contrastive LearningRetrieval	—Unverified
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling	Apr 15, 2022	Contrastive LearningData Augmentation	—Unverified
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever	Jan 2, 2024	Language ModellingRetrieval	—Unverified
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering	Apr 14, 2019	Data AugmentationOpen-Domain Question Answering	—Unverified

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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