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 2131–2140 of 14297 papers

Title	Date	Tasks	Status	Hype
Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot	Aug 18, 2021	ChatbotRetrieval	CodeCode Available	1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging	Aug 17, 2021	Compressive SensingComputational Efficiency	CodeCode Available	1
Complex Knowledge Base Question Answering: A Survey	Aug 15, 2021	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
On Single and Multiple Representations in Dense Passage Retrieval	Aug 13, 2021	Passage RetrievalRe-Ranking	CodeCode Available	1
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval	Aug 12, 2021	Language ModelingLanguage Modelling	CodeCode Available	1
Retrieval & Interaction Machine for Tabular Data Prediction	Aug 11, 2021	AttributeClick-Through Rate Prediction	CodeCode Available	1
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models	Aug 9, 2021	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1
Skeleton-Contrastive 3D Action Representation Learning	Aug 8, 2021	Action RecognitionContrastive Learning	CodeCode Available	1
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features	Aug 6, 2021	Image RetrievalRepresentation Learning	CodeCode Available	1
Adaptive label-aware graph convolutional networks for cross-modal retrieval	Aug 6, 2021	Cross-Modal RetrievalRepresentation Learning	CodeCode Available	1

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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