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

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Showing 3791–3800 of 14297 papers

Title	Date	Tasks	Status
Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation	Feb 27, 2023	Efficient ExplorationExtractive Text Summarization	—Unverified
Data Augmentation for Biomedical Factoid Question Answering	Jan 16, 2022	Data AugmentationInformation Retrieval	—Unverified
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering	Apr 14, 2019	Data AugmentationOpen-Domain Question Answering	—Unverified
Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns	Oct 18, 2018	Dictionary Learningregression	—Unverified
Dictionary Learning Under Generative Coefficient Priors with Applications to Compression	Sep 29, 2021	compressed sensingDenoising	—Unverified
Dictionary Look-up with Katakana Variant Recognition	May 1, 2012	Morphological AnalysisRetrieval	—Unverified
Diff4Steer: Steerable Diffusion Prior for Generative Music Retrieval with Semantic Guidance	Dec 6, 2024	Retrieval	—Unverified
DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval	Sep 16, 2024	AudioCapsRetrieval	—Unverified
DiffCAD: Weakly-Supervised Probabilistic CAD Model Retrieval and Alignment from an RGB Image	Nov 30, 2023	Retrieval	—Unverified
Automatic Separation of Compound Figures in Scientific Articles	Jun 3, 2016	ArticlesRetrieval	—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