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 1081–1090 of 14297 papers

Title	Date	Tasks	Status	Hype
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation	Feb 18, 2025	Logical ReasoningRAG	—Unverified	0
RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm	Feb 18, 2025	Representation LearningRetrieval	CodeCode Available	1
Dr Web: a modern, query-based web data retrieval engine	Feb 18, 2025	Retrieval	CodeCode Available	0
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths	Feb 18, 2025	RAGRetrieval	CodeCode Available	3
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models	Feb 18, 2025	Information RetrievalLarge Language Model	—Unverified	0
Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization	Feb 18, 2025	Image RetrievalQuestion Answering	CodeCode Available	2
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection	Feb 18, 2025	Contrastive LearningDomain Generalization	CodeCode Available	1
MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval	Feb 18, 2025	Action RecognitionMoment Retrieval	—Unverified	0
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search	Feb 18, 2025	Retrieval	CodeCode Available	1
Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization	Feb 18, 2025	Information RetrievalMedical Question Answering	—Unverified	0

Show:10 25 50

← PrevPage 109 of 1430Next →

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