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 3441–3450 of 14297 papers

Title	Date	Tasks	Status	Hype
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding	Apr 22, 2024	Information RetrievalRetrieval	CodeCode Available	1
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation	Apr 22, 2024	HallucinationRAG	CodeCode Available	1
SPLATE: Sparse Late Interaction Retrieval	Apr 22, 2024	CPUInformation Retrieval	—Unverified	0
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering	Apr 22, 2024	DiversityMulti-hop Question Answering	—Unverified	0
"Where am I?" Scene Retrieval with Language	Apr 22, 2024	Retrieval	—Unverified	0
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering	Apr 22, 2024	Language ModelingLanguage Modelling	CodeCode Available	0
Retrieval-Augmented Audio Deepfake Detection	Apr 22, 2024	Audio Deepfake DetectionDeepFake Detection	—Unverified	0
Hierarchical localization with panoramic views and triplet loss functions	Apr 22, 2024	Image RetrievalPosition	CodeCode Available	0
SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval	Apr 22, 2024	RetrievalVideo Retrieval	—Unverified	0
UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation	Apr 22, 2024	DiversityDomain Adaptation	—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