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 111–120 of 14297 papers

Title	Date	Tasks	Status	Hype
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation	Jun 10, 2025	graph constructionLanguage Modeling	CodeCode Available	0
Evaluation empirique de la sécurisation et de l'alignement de ChatGPT et Gemini: analyse comparative des vulnérabilités par expérimentations de jailbreaks	Jun 10, 2025	Information RetrievalMisinformation	—Unverified	0
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems	Jun 10, 2025	RAGRetrieval	CodeCode Available	2
Multimodal Representation Alignment for Cross-modal Information Retrieval	Jun 10, 2025	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation	Jun 10, 2025	RAGRetrieval	CodeCode Available	1
Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction	Jun 10, 2025	Protein DesignRetrieval	—Unverified	0
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive-k	Jun 10, 2025	Open-Domain Question AnsweringQuestion Answering	—Unverified	0
Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models	Jun 10, 2025	Contrastive LearningImage-text matching	CodeCode Available	1
CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs	Jun 10, 2025	Answer GenerationRAG	—Unverified	0
RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval	Jun 10, 2025	Problem DecompositionRetrieval	CodeCode Available	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