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 1431–1440 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs	Dec 18, 2023	Graph AttentionInformation Retrieval	CodeCode Available	1	5
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities	Jul 11, 2024	Data AugmentationFederated Learning	CodeCode Available	1	5
Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training	Feb 25, 2022	GPUNatural Questions	CodeCode Available	1	5
Hyperbolic Relevance Matching for Neural Keyphrase Extraction	May 4, 2022	Information RetrievalKeyphrase Extraction	CodeCode Available	1	5
Conversational Fashion Image Retrieval via Multiturn Natural Language Feedback	Jun 8, 2021	AttributeImage Retrieval	CodeCode Available	1	5
Conversational Entity Linking: Problem Definition and Datasets	May 11, 2021	Entity LinkingInformation Retrieval	CodeCode Available	1	5
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering	Mar 14, 2022	Open-Domain Question AnsweringPassage Retrieval	CodeCode Available	1	5
HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion	Apr 3, 2023	Autonomous Drivinglidar absolute pose regression	CodeCode Available	1	5
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective	Dec 8, 2023	Cross-Modal RetrievalData Augmentation	CodeCode Available	1	5
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning	Jun 17, 2024	Few-Shot LearningRetrieval	CodeCode Available	1	5

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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