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 1451–1460 of 14297 papers

Title	Date	Tasks	Status	Hype
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search	Dec 30, 2024	RAGRetrieval	CodeCode Available	1
TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting	Dec 30, 2024	RAGRetrieval	—Unverified	0
EdgeRAG: Online-Indexed RAG for Edge Devices	Dec 30, 2024	RAGRetrieval	—Unverified	0
Unsupervised dense retrieval with conterfactual contrastive learning	Dec 30, 2024	Contrastive Learningcounterfactual	—Unverified	0
Language-based Audio Retrieval with Co-Attention Networks	Dec 30, 2024	AudioCapsLearning Semantic Representations	—Unverified	0
Towards Identity-Aware Cross-Modal Retrieval: a Dataset and a Baseline	Dec 30, 2024	Cross-Modal RetrievalFace Swapping	CodeCode Available	0
Length-Aware DETR for Robust Moment Retrieval	Dec 30, 2024	Information RetrievalMoment Retrieval	CodeCode Available	1
Enhanced Multimodal RAG-LLM for Accurate Visual Question Answering	Dec 30, 2024	Image CaptioningObject Recognition	—Unverified	0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian	Dec 29, 2024	Information RetrievalLEMMA	—Unverified	0
STAYKATE: Hybrid In-Context Example Selection Combining Representativeness Sampling and Retrieval-based Approach -- A Case Study on Science Domains	Dec 28, 2024	Active LearningRetrieval	—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