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 3601–3610 of 14297 papers

Title	Date	Tasks	Status	Score
Knowledge Corpus Error in Question Answering	Oct 27, 2023	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	5
Knowledge Distillation for Singing Voice Detection	Nov 9, 2020	Information RetrievalKnowledge Distillation	CodeCode Available	5
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented Generation	Jun 5, 2025	counterfactualRAG	CodeCode Available	5
Deep Shape Matching	Sep 11, 2017	Domain GeneralizationImage Retrieval	CodeCode Available	5
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM Systems	Jul 15, 2024	RAGRetrieval	CodeCode Available	5
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning	Mar 6, 2020	Density EstimationNoise Estimation	CodeCode Available	5
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval	Jun 30, 2017	Ad-Hoc Information RetrievalRetrieval	CodeCode Available	5
Attention-based Saliency Hashing for Ophthalmic Image Retrieval	Dec 7, 2020	Deep HashingImage Retrieval	CodeCode Available	5
Knowledge Base Completion for Long-Tail Entities	Jun 30, 2023	Knowledge Base CompletionRetrieval	CodeCode Available	5
Know2Vec: A Black-Box Proxy for Neural Network Retrieval	Dec 20, 2024	Model SelectionRetrieval	CodeCode Available	5

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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