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Document Text Classification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–6 of 6 papers

Title	Date	Tasks	Status	Hype	Score
Are These Birds Similar: Learning Branched Networks for Fine-grained Representations	Jan 16, 2020	ClassificationDocument Text Classification	CodeCode Available	1	5
Image and Text fusion for UPMC Food-101 \ BERT and CNNs	Dec 17, 2020	ClassificationDocument Text Classification	CodeCode Available	1	5
An Open Source Contractual Language Understanding Application Using Machine Learning	Jun 1, 2022	Document Text ClassificationInformation Retrieval	CodeCode Available	0	5
Light-Weighted CNN for Text Classification	Apr 16, 2020	ClassificationDocument Classification	CodeCode Available	0	5
Linked Data Triples Enhance Document Relevance Classification	Jul 20, 2021	ClassificationDeep Learning	CodeCode Available	0	5
PRADO: Projection Attention Networks for Document Classification On-Device	Nov 1, 2019	ClassificationDocument Classification	—Unverified	0	0

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All datasets Tobacco-3482 Tobacco small-3482 CUB-200-2011 Food-101

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Optimized Text CNN	Accuracy	46	—	Unverified
2	Lightweight TextCNN with Dual Optimizer	Accuracy	43.5	—	Unverified
3	Lightweight Text CNN	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Optimized Text CNN	Accuracy	84	—	Unverified
2	Lightweight TextCNN with Dual Optimizer	Accuracy	83	—	Unverified
3	Lightweight Text CNN	Accuracy	82.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Bert	Accuracy	65	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Bert	Accuracy (%)	84.41	—	Unverified