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 2931–2940 of 14297 papers

Title	Date	Tasks	Status
Biomedical Document Retrieval for Clinical Decision Support System	Jul 1, 2018	Information RetrievalLearning-To-Rank	—Unverified
An in-depth look at Euclidean disk embeddings for structure preserving parsing	Nov 1, 2021	Dependency ParsingNatural Language Inference	—Unverified
Deep Learning for MIR Tutorial	Jan 15, 2020	Deep LearningEvent Detection	—Unverified
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries	May 1, 2012	Cross-Lingual Information RetrievalDocument Translation	—Unverified
BioMedBERT: A Pre-trained Biomedical Language Model for QA and IR	Dec 10, 2020	ArticlesInformation Retrieval	—Unverified
An In-Context Schema Understanding Method for Knowledge Base Question Answering	Oct 22, 2023	In-Context LearningKnowledge Base Question Answering	—Unverified
GenDFIR: Advancing Cyber Incident Timeline Analysis Through Retrieval Augmented Generation and Large Language Models	Sep 4, 2024	RAGRetrieval	—Unverified
Deep Learning for IoT	Apr 12, 2021	BIG-bench Machine LearningDeep Learning	—Unverified
Deep learning for video game genre classification	Nov 21, 2020	ClassificationCultural Vocal Bursts Intensity Prediction	—Unverified
Deep Learning Representation using Autoencoder for 3D Shape Retrieval	Sep 25, 2014	3D Shape Classification3D Shape Recognition	—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