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 3301–3310 of 14297 papers

Title	Date	Tasks	Status
An analysis of vision-language models for fabric retrieval	Jul 7, 2025	AttributeCross-Modal Retrieval	—Unverified
An Analysis of Variations in the Effectiveness of Query Performance Prediction	Feb 13, 2022	Retrieval	—Unverified
Accounting for Agreement Phenomena in Sentence Comprehension with Transformer Language Models: Effects of Similarity-based Interference on Surprisal and Attention	Apr 26, 2021	RetrievalSentence	—Unverified
CRISP: Clustering Multi-Vector Representations for Denoising and Pruning	May 16, 2025	ClusteringDenoising	—Unverified
Discrete Infomax Codes for Supervised Representation Learning	May 28, 2019	Meta-LearningMetric Learning	—Unverified
A White Box Analysis of ColBERT	Dec 17, 2020	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior	May 12, 2023	DenoisingRetrieval	—Unverified
An Analysis of the Semantic Annotation Task on the Linked Data Cloud	Nov 13, 2018	Information Retrievalnamed-entity-recognition	—Unverified
A Weighted Multi-Criteria Decision Making Approach for Image Captioning	Mar 17, 2019	Decision MakingImage Captioning	—Unverified
A weakly supervised adaptive triplet loss for deep metric learning	Sep 27, 2019	Metric LearningRetrieval	—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