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 4251–4260 of 14297 papers

Title	Date	Tasks	Status	Hype
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)	Dec 18, 2023	RAGRetrieval	CodeCode Available	1
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models	Dec 18, 2023	Answer GenerationInformation Retrieval	—Unverified	0
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval	Dec 17, 2023	ArticlesInformation Retrieval	CodeCode Available	1
ProTIP: Progressive Tool Retrieval Improves Planning	Dec 16, 2023	Contrastive LearningRetrieval	—Unverified	0
RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation	Dec 16, 2023	RetrievalRetrieval-augmented Generation	CodeCode Available	1
Symmetrical Bidirectional Knowledge Alignment for Zero-Shot Sketch-Based Image Retrieval	Dec 16, 2023	Image RetrievalKnowledge Distillation	CodeCode Available	0
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach	Dec 15, 2023	PredictionRetrieval	CodeCode Available	1
IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages	Dec 15, 2023	Information RetrievalMachine Translation	CodeCode Available	0
Data-Efficient Multimodal Fusion on a Single GPU	Dec 15, 2023	GPUImage Retrieval	CodeCode Available	1
Probing Pretrained Language Models with Hierarchy Properties	Dec 15, 2023	Hypernym DiscoveryInformation Retrieval	—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