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 481–490 of 14297 papers

Title	Date	Tasks	Status	Hype
Atlas: Few-shot Learning with Retrieval Augmented Language Models	Aug 5, 2022	Fact CheckingFew-Shot Learning	CodeCode Available	2
RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval	Sep 16, 2024	CPUGPU	CodeCode Available	2
GENIUS: A Generative Framework for Universal Multimodal Search	Mar 25, 2025	Information RetrievalQuantization	CodeCode Available	2
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations	Apr 29, 2024	RetrievalText Retrieval	CodeCode Available	2
Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs	Oct 10, 2024	Active LearningLanguage Modeling	CodeCode Available	2
Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation	Jul 13, 2023	RetrievalVideo Generation	CodeCode Available	2
Content-Based Search for Deep Generative Models	Oct 6, 2022	Contrastive LearningImage and Sketch based Model Retrieval	CodeCode Available	2
ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis	Aug 16, 2024	Contrastive LearningDiagnostic	CodeCode Available	2
Retrieval-Augmented Score Distillation for Text-to-3D Generation	Feb 5, 2024	3D Generation3D geometry	CodeCode Available	2
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images	Jun 17, 2024	GPUObject	CodeCode Available	2

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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