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 3281–3290 of 14297 papers

Title	Date	Tasks	Status	Hype
Modeling Bilingual Sentence Processing: Evaluating RNN and Transformer Architectures for Cross-Language Structural Priming	May 15, 2024	RetrievalSentence	—Unverified	0
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study	May 15, 2024	Content-Based Image RetrievalImage Retrieval	—Unverified	0
MVBIND: Self-Supervised Music Recommendation For Videos Via Embedding Space Binding	May 15, 2024	Cross-Modal RetrievalMusic Recommendation	—Unverified	0
Global–Local Information Soft-Alignment for Cross-Modal Remote-Sensing Image–Text Retrieval	May 14, 2024	Cross-Modal RetrievalCross-Modal Retrieval on RSITMD	—Unverified	0
Error-margin Analysis for Hidden Neuron Activation Labels	May 14, 2024	Information RetrievalRetrieval	CodeCode Available	0
Control Token with Dense Passage Retrieval	May 13, 2024	HallucinationPassage Retrieval	—Unverified	0
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels	May 13, 2024	Information RetrievalRetrieval	CodeCode Available	3
ViWikiFC: Fact-Checking for Vietnamese Wikipedia-Based Textual Knowledge Source	May 13, 2024	ArticlesFact Checking	—Unverified	0
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness	May 13, 2024	Benchmarkingcounterfactual	—Unverified	0
From Questions to Insightful Answers: Building an Informed Chatbot for University Resources	May 13, 2024	ChatbotLanguage Modeling	—Unverified	0

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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