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 3981–3990 of 14297 papers

Title	Date	Tasks	Status	Hype
Financial Report Chunking for Effective Retrieval Augmented Generation	Feb 5, 2024	Chunkingdocument understanding	CodeCode Available	0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models	Feb 5, 2024	Graph EmbeddingInformation Retrieval	—Unverified	0
Domain Adaptation of Multilingual Semantic Search - Literature Review	Feb 5, 2024	Domain AdaptationInformation Retrieval	—Unverified	0
Retrieval-Augmented Score Distillation for Text-to-3D Generation	Feb 5, 2024	3D Generation3D geometry	CodeCode Available	2
Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations	Feb 5, 2024	RAGRetrieval	—Unverified	0
Exploring Federated Self-Supervised Learning for General Purpose Audio Understanding	Feb 5, 2024	Federated LearningRetrieval	—Unverified	0
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation	Feb 5, 2024	Knowledge DistillationRetrieval	CodeCode Available	1
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models	Feb 5, 2024	RAGRetrieval	CodeCode Available	1
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation	Feb 5, 2024	Information RetrievalLearning-To-Rank	CodeCode Available	0
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification	Feb 5, 2024	Claim VerificationEvidence Selection	—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