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 891–900 of 14297 papers

Title	Date	Tasks	Status	Hype
CtrlRAG: Black-box Adversarial Attacks Based on Masked Language Models in Retrieval-Augmented Language Generation	Mar 10, 2025	HallucinationLanguage Modeling	—Unverified	0
Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning	Mar 10, 2025	Retrieval	CodeCode Available	0
DiffCLIP: Differential Attention Meets CLIP	Mar 9, 2025	Language ModelingLanguage Modelling	CodeCode Available	2
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving	Mar 9, 2025	Graph Question AnsweringQuestion Answering	—Unverified	0
HuixiangDou2: A Robustly Optimized GraphRAG Approach	Mar 9, 2025	RetrievalRetrieval-augmented Generation	CodeCode Available	7
StructVPR++: Distill Structural and Semantic Knowledge with Weighting Samples for Visual Place Recognition	Mar 9, 2025	Autonomous DrivingImage Retrieval	CodeCode Available	0
ExGes: Expressive Human Motion Retrieval and Modulation for Audio-Driven Gesture Synthesis	Mar 9, 2025	DiversityRetrieval	—Unverified	0
Improving Access to Trade and Investment Information in Thailand through Intelligent Document Retrieval	Mar 9, 2025	ChatbotInformation Retrieval	—Unverified	0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems	Mar 9, 2025	Conversational RecommendationIn-Context Learning	—Unverified	0
Poisoned-MRAG: Knowledge Poisoning Attacks to Multimodal Retrieval Augmented Generation	Mar 8, 2025	RAGRetrieval	—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