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 2031–2040 of 14297 papers

Title	Date	Tasks	Status	Hype
Interpret and Control Dense Retrieval with Sparse Latent Features	Oct 17, 2024	Retrieval	CodeCode Available	1
Retrieval of Temporal Event Sequences from Textual Descriptions	Oct 17, 2024	Point ProcessesRetrieval	CodeCode Available	0
RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs	Oct 17, 2024	Knowledge GraphsRetrieval	—Unverified	0
Selection of Filters for Photonic Crystal Spectrometer Using Domain-Aware Evolutionary Algorithms	Oct 17, 2024	Combinatorial OptimizationEvolutionary Algorithms	—Unverified	0
Generating Signed Language Instructions in Large-Scale Dialogue Systems	Oct 17, 2024	RetrievalText Generation	CodeCode Available	0
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs	Oct 17, 2024	Knowledge GraphsMachine Translation	—Unverified	0
Pessimistic Evaluation	Oct 17, 2024	FairnessInformation Retrieval	—Unverified	0
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs	Oct 17, 2024	Dialogue UnderstandingManagement	—Unverified	0
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation	Oct 17, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Integrating Temporal Representations for Dynamic Memory Retrieval and Management in Large Language Models	Oct 17, 2024	ManagementRAG	—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