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text-classification-on-r8

ClassificationText Classification
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PaperCodeAccuracyF-measureModelNameReleaseDate
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link98.451DeBERTa2022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link98.28C-BERT (ESGNN + BERT)2022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link98.23ESGNN2022-11-30
BertGCN: Transductive Text Classification by Combining GCN and BERT✓ Link98.2RoBERTaGCN2021-05-12
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link98.171BERT2022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link98.09SGNN2022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link98.041ERNIE 2.02022-11-30
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link97.981DistilBERT2022-11-30
Text Level Graph Neural Network for Text Classification✓ Link97.8Our Model*2019-10-06
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link97.62ALBERTv22022-11-30
Enhancing Interpretable Clauses Semantically using Pretrained Word Representation✓ Link97.50TM-Glove2021-04-14
Graph Star Net for Generalized Multi-Task Learning✓ Link97.4GraphStar2019-06-21
Simple Spectral Graph Convolution✓ Link97.4SSGC2021-01-01
Simplifying Graph Convolutional Networks✓ Link97.2SGC2019-02-19
Simplifying Graph Convolutional Networks✓ Link97.2SGCN2019-02-19
Neural Attentive Bag-of-Entities Model for Text Classification✓ Link97.191.7NABoE-full2019-09-03
Graph Convolutional Networks for Text Classification✓ Link97.07Text GCN2018-09-15
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link96.98WideMLP2022-11-30
Representation Learning of Entities and Documents from Knowledge Base Descriptions✓ Link96.791TextEnt-full2018-06-08
ConvTextTM: An Explainable Convolutional Tsetlin Machine Framework for Text Classification96.4ConvTextTM
Transformers are Short Text Classifiers: A Study of Inductive Short Text Classifiers on Benchmarks and Real-world Datasets✓ Link96.13fastText2022-11-30
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