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 2411–2420 of 14297 papers

Title	Date	Tasks	Status	Hype
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging	Nov 20, 2022	Information RetrievalNamed Entity Recognition (NER)	CodeCode Available	1
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World Claims	Oct 16, 2024	Fact CheckingLanguage Modeling	CodeCode Available	1
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks	May 20, 2022	ClusteringGraph Attention	CodeCode Available	1
Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables	Feb 20, 2024	Fact CheckingGraph Neural Network	CodeCode Available	1
3rd Place Solution to "Google Landmark Retrieval 2020"	Aug 24, 2020	ClusteringData Augmentation	CodeCode Available	1
CLICKER: A Computational LInguistics Classification Scheme for Educational Resources	Dec 16, 2021	ArticlesClassification	CodeCode Available	1
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding	Feb 28, 2024	document understandingInformation Retrieval	CodeCode Available	1
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering	Aug 20, 2024	Multi-hop Question AnsweringQuestion Answering	CodeCode Available	1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval	Nov 10, 2022	RetrievalSelf-Supervised Learning	CodeCode Available	1
Cross-document Event Coreference Search: Task, Dataset and Modeling	Oct 23, 2022	Coreference ResolutionCross Document Coreference Resolution	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