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 1661–1670 of 14297 papers

Title	Date	Tasks	Status	Hype
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval	Oct 19, 2022	Cross-Modal RetrievalImage Retrieval	CodeCode Available	1
Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction	Oct 19, 2022	Event Extractiongraph construction	CodeCode Available	1
Scaling up Trustless DNN Inference with Zero-Knowledge Proofs	Oct 17, 2022	RetrievalSNARKS	CodeCode Available	1
Selective Query-guided Debiasing for Video Corpus Moment Retrieval	Oct 17, 2022	Moment RetrievalRetrieval	CodeCode Available	1
KPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents	Oct 17, 2022	BenchmarkingJoint Entity and Relation Extraction	CodeCode Available	1
Sentence Representation Learning with Generative Objective rather than Contrastive Objective	Oct 16, 2022	Representation LearningReranking	CodeCode Available	1
Code Recommendation for Open Source Software Developers	Oct 15, 2022	Graph MiningRecommendation Systems	CodeCode Available	1
Active Learning from the Web	Oct 15, 2022	Active LearningInformation Retrieval	CodeCode Available	1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary Encoding	Oct 14, 2022	Deep HashingImage Retrieval	CodeCode Available	1
Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined Topics	Oct 12, 2022	Document ClassificationRetrieval	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