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 3431–3440 of 14297 papers

Title	Date	Tasks	Status	Hype
CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation	Apr 23, 2024	DecoderLanguage Modelling	—Unverified	0
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs	Apr 23, 2024	Question AnsweringRetrieval	—Unverified	0
Visual Delta Generator with Large Multi-modal Models for Semi-supervised Composed Image Retrieval	Apr 23, 2024	Image RetrievalLanguage Modeling	—Unverified	0
A Reproducibility Study of PLAID	Apr 23, 2024	Re-RankingRetrieval	—Unverified	0
Multi-view Content-aware Indexing for Long Document Retrieval	Apr 23, 2024	ChunkingQuestion Answering	—Unverified	0
Retrieval Augmented Generation for Domain-specific Question Answering	Apr 23, 2024	Language ModelingLanguage Modelling	—Unverified	0
GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration	Apr 23, 2024	Collaborative InferenceIn-Context Learning	CodeCode Available	2
Deep Models for Multi-View 3D Object Recognition: A Review	Apr 23, 2024	3D Classification3D Object Recognition	—Unverified	0
From Matching to Generation: A Survey on Generative Information Retrieval	Apr 23, 2024	Incremental LearningInformation Retrieval	CodeCode Available	3
KamerRaad: Enhancing Information Retrieval in Belgian National Politics through Hierarchical Summarization and Conversational Interfaces	Apr 22, 2024	Information RetrievalRetrieval	—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