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 3421–3430 of 14297 papers

Title	Date	Tasks	Status
Deep convolutional embedding for digitized painting clustering	Mar 19, 2020	ClusteringDeep Clustering	—Unverified
Deep Convolutional Features for Image Based Retrieval and Scene Categorization	Sep 20, 2015	Image RetrievalRetrieval	—Unverified
Analyzing Hong Kong's Legal Judgments from a Computational Linguistics point-of-view	May 4, 2023	BenchmarkingGraph Generation	—Unverified
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation	Aug 1, 2024	HallucinationImage Comprehension	—Unverified
DataScout: Automatic Data Fact Retrieval for Statement Augmentation with an LLM-Based Agent	Apr 24, 2025	Retrieval	—Unverified
Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning	Jul 29, 2019	Retrieval	—Unverified
Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval	Jul 4, 2018	3D Shape Classification3D Shape Retrieval	—Unverified
Deep Cross-modal Hashing via Margin-dynamic-softmax Loss	Nov 6, 2020	Cross-Modal RetrievalRetrieval	—Unverified
Divide & Conquer for Entailment-aware Multi-hop Evidence Retrieval	Nov 5, 2023	Information RetrievalMulti-hop Question Answering	—Unverified
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding	Dec 2, 2021	Knowledge GraphsKnowledge Probing	—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