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 421–430 of 14297 papers

Title	Date	Tasks	Status	Hype
Code Retrieval for MILP Instance Generation	May 11, 2025	Code GenerationRetrieval	—Unverified	0
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking	May 11, 2025	Fact CheckingFew-Shot Learning	—Unverified	0
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval	May 10, 2025	Cross-Modal RetrievalQuestion Answering	—Unverified	0
References Indeed Matter? Reference-Free Preference Optimization for Conversational Query Reformulation	May 10, 2025	Retrieval	—Unverified	0
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG	May 10, 2025	RAGRetrieval	CodeCode Available	1
Dynamic Uncertainty Learning with Noisy Correspondence for Text-Based Person Search	May 10, 2025	Person SearchRetrieval	—Unverified	0
A Grounded Memory System For Smart Personal Assistants	May 9, 2025	Entity DisambiguationImage Captioning	—Unverified	0
NeoQA: Evidence-based Question Answering with Generated News Events	May 9, 2025	ArticlesQuestion Answering	CodeCode Available	0
Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies	May 9, 2025	RetrievalRetrieval-augmented Generation	—Unverified	0
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding	May 9, 2025	Image CaptioningObject Recognition	—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