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 4101–4110 of 14297 papers

Title	Date	Tasks	Status	Hype
Gene-associated Disease Discovery Powered by Large Language Models	Jan 16, 2024	Decision MakingRetrieval	—Unverified	0
JustiLM: Few-shot Justification Generation for Explainable Fact-Checking of Real-world Claims	Jan 16, 2024	ArticlesFact Checking	CodeCode Available	0
Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging	Jan 16, 2024	Image RetrievalRetrieval	—Unverified	0
Generative Multi-Modal Knowledge Retrieval with Large Language Models	Jan 16, 2024	Retrieval	CodeCode Available	1
A Chaotic Associative Memory	Jan 15, 2024	Retrieval	—Unverified	0
Assisted Knowledge Graph Authoring: Human-Supervised Knowledge Graph Construction from Natural Language	Jan 15, 2024	graph constructionKnowledge Graphs	CodeCode Available	0
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing	Jan 15, 2024	Content-Based Image RetrievalImage Retrieval	CodeCode Available	1
The Chronicles of RAG: The Retriever, the Chunk and the Generator	Jan 15, 2024	Computational EfficiencyRAG	—Unverified	0
HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval	Jan 14, 2024	Contrastive LearningImage Retrieval	CodeCode Available	1
Automated Answer Validation using Text Similarity	Jan 13, 2024	Information RetrievalMultiple-choice	—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