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 3961–3970 of 14297 papers

Title	Date	Tasks	Status	Hype
3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging	Feb 8, 2024	DecoderRetrieval	—Unverified	0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs	Feb 7, 2024	Information RetrievalRetrieval	—Unverified	0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages	Feb 7, 2024	FairnessInformation Retrieval	—Unverified	0
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question Answering	Feb 7, 2024	Conversational Question AnsweringKeyphrase Extraction	CodeCode Available	0
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis	Feb 7, 2024	Retrieval	—Unverified	0
BEBLID: Boosted efficient binary local image descriptor	Feb 7, 2024	Computational EfficiencyRetrieval	CodeCode Available	2
Tactile-based Object Retrieval From Granular Media	Feb 7, 2024	ObjectRetrieval	—Unverified	0
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback	Feb 7, 2024	DiversityInformation Retrieval	—Unverified	0
Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networks	Feb 7, 2024	Retrieval	—Unverified	0
Enhancing Retrieval Processes for Language Generation with Augmented Queries	Feb 6, 2024	HallucinationLanguage 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