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 1511–1520 of 14297 papers

Title	Date	Tasks	Status	Hype
Pretraining De-Biased Language Model with Large-scale Click Logs for Document Ranking	Feb 27, 2023	Document RankingInformation Retrieval	CodeCode Available	1
ProofNet: Autoformalizing and Formally Proving Undergraduate-Level Mathematics	Feb 24, 2023	Abstract AlgebraAutomated Theorem Proving	CodeCode Available	1
Retrieved Sequence Augmentation for Protein Representation Learning	Feb 24, 2023	PredictionProperty Prediction	CodeCode Available	1
Semantic-Fused Multi-Granularity Cross-City Traffic Prediction	Feb 23, 2023	Graph structure learningManagement	CodeCode Available	1
Teaching CLIP to Count to Ten	Feb 23, 2023	counterfactualImage Generation	CodeCode Available	1
Simple and Scalable Nearest Neighbor Machine Translation	Feb 23, 2023	Domain AdaptationMachine Translation	CodeCode Available	1
One-Shot Labeling for Automatic Relevance Estimation	Feb 22, 2023	Retrieval	CodeCode Available	1
Cross-Modal Retrieval with Partially Mismatched Pairs	Feb 22, 2023	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1
Patent Image Retrieval Using Cross-entropy-based Metric Learning	Feb 20, 2023	Image RetrievalMetric Learning	CodeCode Available	1
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research	Feb 17, 2023	Information RetrievalMusic Information Retrieval	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