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Datasets/AG News

AG News

AG’s News Corpus

TextsCustom (non-commercial)Introduced 2015-01-01

AG News (AG’s News Corpus) is a subdataset of AG's corpus of news articles constructed by assembling titles and description fields of articles from the 4 largest classes (“World”, “Sports”, “Business”, “Sci/Tech”) of AG’s Corpus. The AG News contains 30,000 training and 1,900 test samples per class.

Source: https://arxiv.org/pdf/1509.01626.pdf

Benchmarks

Anomaly Detection/AUROC Classification/Error Classification/C_v Classification/NPMI Classification/F1 score Classification/F1-score Continual Pretraining/F1 - macro Stochastic Optimization/Accuracy (max)Stochastic Optimization/Accuracy (mean)Text Classification/Error Text Classification/C_v Text Classification/NPMI Text Classification/F1 score Text Classification/F1-score Text Clustering/Acc Topic Models/C_v Topic Models/NPMI

Related Benchmarks

AG News (200 Labels)/Classification/Accuracy (%)AG News (200 Labels)/Text Classification/Accuracy (%)

Statistics

Papers: 969
Benchmarks: 17

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Tasks

Anomaly Detection Classification Continual Pretraining Semi-Supervised Text Classification Short Text Clustering Stochastic Optimization Text Classification Text Clustering Topic Models Unsupervised Text Classification Zero-Shot Text Classification