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 4351–4360 of 14297 papers

Title	Date	Tasks	Status	Hype
Event-driven Real-time Retrieval in Web Search	Dec 1, 2023	Information RetrievalRetrieval	—Unverified	0
Vision-Language Models Learn Super Images for Efficient Partially Relevant Video Retrieval	Dec 1, 2023	Image RetrievalPartially Relevant Video Retrieval	—Unverified	0
Removing Biases from Molecular Representations via Information Maximization	Dec 1, 2023	FairnessMolecular Property Prediction	CodeCode Available	1
Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent	Dec 1, 2023	Language ModellingRetrieval	CodeCode Available	0
Agent-OM: Leveraging LLM Agents for Ontology Matching	Dec 1, 2023	Ontology MatchingRetrieval	CodeCode Available	1
NYCU ML Lab LLAMA: Prefix tuning using LLAMA for Informationa Retrieval	Dec 1, 2023	Retrieval	—Unverified	0
A Video is Worth 10,000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval	Nov 30, 2023	BenchmarkingRetrieval	—Unverified	0
IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions	Nov 30, 2023	Knowledge DistillationRAG	—Unverified	0
Barwise Music Structure Analysis with the Correlation Block-Matching Segmentation Algorithm	Nov 30, 2023	Information RetrievalMusic Information Retrieval	—Unverified	0
Hubness Reduction Improves Sentence-BERT Semantic Spaces	Nov 30, 2023	Information RetrievalRetrieval	CodeCode Available	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